In [ ]:
!git clone https://github.com/ultralytics/yolov5  # clone repo
!pip install -qr yolov5/requirements.txt  # install dependencies (ignore errors)
%cd yolov5

import torch
from IPython.display import Image, clear_output  # to display images
from utils.google_utils import gdrive_download  # to download models/datasets

clear_output()
print('Setup complete. Using torch %s %s' % (torch.__version__, torch.cuda.get_device_properties(0) if torch.cuda.is_available() else 'CPU'))
Setup complete. Using torch 1.6.0+cu101 _CudaDeviceProperties(name='Tesla K80', major=3, minor=7, total_memory=11441MB, multi_processor_count=13)
In [ ]:
# Export code snippet and paste here
%cd /content
!curl -L "YOUR LINK !!!!!!!!" > roboflow.zip; unzip roboflow.zip; rm roboflow.zip
/content
  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current
                                 Dload  Upload   Total   Spent    Left  Speed
100   896  100   896    0     0    787      0  0:00:01  0:00:01 --:--:--   788
100  120M  100  120M    0     0  26.9M      0  0:00:04  0:00:04 --:--:-- 38.5M
Archive:  roboflow.zip
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 extracting: train/images/maksssksksss671_png.rf.17954891dc87211638d55d4dcf472455.jpg  
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 extracting: train/images/maksssksksss321_png.rf.1bcb849332d1cef97b0cafc165d91ede.jpg  
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 extracting: train/images/maksssksksss850_png.rf.2a4de8bce5dd2cd934f429da9cd41837.jpg  
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 extracting: train/images/maksssksksss559_png.rf.2badb1564cbd444426c882567647dbb8.jpg  
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 extracting: train/images/maksssksksss475_png.rf.2cc1e7bf3c9436831defffdb5c5de3e9.jpg  
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 extracting: train/images/maksssksksss680_png.rf.358e08dfada22fda549d78780a66f066.jpg  
 extracting: train/images/maksssksksss372_png.rf.36b085de5d47d606b2223ec3fbcc0c38.jpg  
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 extracting: train/images/maksssksksss202_png.rf.3642275a3f6e6fe5d1a0b28531f79519.jpg  
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 extracting: train/images/maksssksksss717_png.rf.3847519c3deb07cacec0e623a09c365c.jpg  
 extracting: train/images/maksssksksss694_png.rf.389d59d781417454b20adc4cdb515fa9.jpg  
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 extracting: train/images/maksssksksss79_png.rf.37b64e3f1b34eda35365d7b34bf5f5cf.jpg  
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 extracting: train/images/maksssksksss166_png.rf.38e27d9615f59ccc98a0f509e3388404.jpg  
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 extracting: train/images/maksssksksss223_png.rf.388d6469638ce35aa4f16ff9b5dbec1b.jpg  
 extracting: train/images/maksssksksss432_png.rf.391d3b624b3cd2ab58ddcae16acc76e7.jpg  
 extracting: train/images/maksssksksss414_png.rf.38f2fd2816a5d4753c95af6ea742b993.jpg  
 extracting: train/images/maksssksksss462_png.rf.3a38a5e3286269cf9074d4943b986845.jpg  
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 extracting: train/images/maksssksksss788_png.rf.39915c9c94e8f524855f2de9eebfb157.jpg  
 extracting: train/images/maksssksksss645_png.rf.394645dbc97c03734084ca10051b2f8c.jpg  
 extracting: train/images/maksssksksss563_png.rf.3a05f8bf0eae365599befc99e7cc8580.jpg  
 extracting: train/images/maksssksksss69_png.rf.3a7dc30d9136f4c9ce0a5a8a83ee7153.jpg  
 extracting: train/images/maksssksksss689_png.rf.38bbb1453775104870b38209458da95b.jpg  
 extracting: train/images/maksssksksss788_png.rf.39026e8fc5edbd4e7799f6b1eae619da.jpg  
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 extracting: train/images/maksssksksss252_png.rf.3b108fb5e7f3b6d24d723b12bf693a71.jpg  
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 extracting: train/images/maksssksksss790_png.rf.399817952cb2607b245039e6ca9bea44.jpg  
 extracting: train/images/maksssksksss409_png.rf.3ac42bdca9344101913beabff02d1a12.jpg  
 extracting: train/images/maksssksksss380_png.rf.3b17a7077f56082a7fc3a079054f8d65.jpg  
 extracting: train/images/maksssksksss624_png.rf.399f61aeb5ff73596b5844fffb8d4bc6.jpg  
 extracting: train/images/maksssksksss510_png.rf.3b5cf3e9f02405b18961374d45bcd315.jpg  
 extracting: train/images/maksssksksss681_png.rf.392f9b786fc334d2658594e452458932.jpg  
 extracting: train/images/maksssksksss258_png.rf.3b4bf564bf9ca7977bc3ba6cd8066308.jpg  
 extracting: train/images/maksssksksss624_png.rf.3bd504ce6f0f49148adfa7be5a80d22e.jpg  
 extracting: train/images/maksssksksss338_png.rf.3cb5bdd68a2f8c29f0cdefbb66560489.jpg  
 extracting: train/images/maksssksksss808_png.rf.3d58bc80a5be399d19e58a22139702c2.jpg  
 extracting: train/images/maksssksksss191_png.rf.3d6f122ea22dbb1c05cce6eab0bfb09b.jpg  
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 extracting: train/images/maksssksksss506_png.rf.3e10be92851eca24a93c8a3213eb0d48.jpg  
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 extracting: train/images/maksssksksss97_png.rf.405b5624937e329a37d68ecdd8ec30ed.jpg  
 extracting: train/images/maksssksksss376_png.rf.3e797a2496cf32652b433598023f3b92.jpg  
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 extracting: train/images/maksssksksss595_png.rf.3f324ed9c5fdd805a44454fd800eebef.jpg  
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 extracting: train/images/maksssksksss39_png.rf.426891180ede7c357638183597266cd6.jpg  
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 extracting: train/images/maksssksksss188_png.rf.423bc55b1bdb22bb79371fb74dfdbfd1.jpg  
 extracting: train/images/maksssksksss646_png.rf.4223258a16fb4e9c2410c562a53a06c8.jpg  
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 extracting: train/images/maksssksksss173_png.rf.428dccf1c291163d9b77d70e4a1da346.jpg  
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 extracting: train/images/maksssksksss634_png.rf.432f85811c268db2ead1758ee5ce9ed5.jpg  
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 extracting: train/images/maksssksksss819_png.rf.4332ece120dd8fcb7a1a1ce592c2b531.jpg  
 extracting: train/images/maksssksksss152_png.rf.4305a0c45cbb8fc91bbe129fca110154.jpg  
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 extracting: train/images/maksssksksss651_png.rf.436e1bf989e96790c104a6709b897777.jpg  
 extracting: train/images/maksssksksss463_png.rf.4408529563c0befee531ad9ac9664895.jpg  
 extracting: train/images/maksssksksss387_png.rf.443acae7429649a940962c66f4ab36eb.jpg  
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 extracting: train/images/maksssksksss231_png.rf.445e401d6aac33bf2ca5c90a1d39bfc5.jpg  
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 extracting: train/images/maksssksksss406_png.rf.452948fa5df4cd4e60b303fa01e656fd.jpg  
 extracting: train/images/maksssksksss646_png.rf.45655f34e507c75879ebcd817804f112.jpg  
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 extracting: train/images/maksssksksss656_png.rf.452b37eb62640c241b6031cd4f1a218b.jpg  
 extracting: train/images/maksssksksss93_png.rf.457a7ff96c86ec92ba30afe5632b74b8.jpg  
 extracting: train/images/maksssksksss594_png.rf.44a895a945e3fdf09511f7d0eed34e9d.jpg  
 extracting: train/images/maksssksksss627_png.rf.45c51e2b61defc1d4d65a9843dd0903c.jpg  
 extracting: train/images/maksssksksss332_png.rf.44608081144da36f3e4755b8e216969d.jpg  
 extracting: train/images/maksssksksss114_png.rf.44d1fa8722cfd5c884f1ef7ade29c63a.jpg  
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 extracting: train/images/maksssksksss111_png.rf.44b9fb61bee1ec03b113d61d0dd8c13d.jpg  
 extracting: train/images/maksssksksss561_png.rf.4532247215d0c3cae68e9d97120c3049.jpg  
 extracting: train/images/maksssksksss220_png.rf.456f3c9c3e44f5799851e4acd9add13f.jpg  
 extracting: train/images/maksssksksss578_png.rf.45c53dcf6d512d375428b95b4ad31f23.jpg  
 extracting: train/images/maksssksksss156_png.rf.45a7431c334e4baca67d2312b5d103f2.jpg  
 extracting: train/images/maksssksksss144_png.rf.451bdfb51af51bb6f72c51e87f267b59.jpg  
 extracting: train/images/maksssksksss493_png.rf.471b48c3cc142aa7839644459adae7f5.jpg  
 extracting: train/images/maksssksksss691_png.rf.46f0ecc1e922d29985f672301d936c96.jpg  
 extracting: train/images/maksssksksss224_png.rf.47a9e25bd677975bdbfac3b0eb10fba7.jpg  
 extracting: train/images/maksssksksss169_png.rf.46fa378ecf6d926776ba23b68fffce1b.jpg  
 extracting: train/images/maksssksksss667_png.rf.45cedd0a5c8b29d02c92f40de1d0bda7.jpg  
 extracting: train/images/maksssksksss402_png.rf.472174afaf6e39974403488c36d5c181.jpg  
 extracting: train/images/maksssksksss229_png.rf.45c2fdac95ba53a3559d1b88c6f886dc.jpg  
 extracting: train/images/maksssksksss495_png.rf.45d69edfe8c8b183a74fe49a5684319d.jpg  
 extracting: train/images/maksssksksss346_png.rf.464d4e835cca1d017e0e2729e05410e8.jpg  
 extracting: train/images/maksssksksss35_png.rf.483fb2684c1b4caedb60670576a65d45.jpg  
 extracting: train/images/maksssksksss10_png.rf.47c506e089dd913703f7e42441eb1df2.jpg  
 extracting: train/images/maksssksksss613_png.rf.47c7f2b1742e89264bdda0c83d49aecc.jpg  
 extracting: train/images/maksssksksss348_png.rf.47d02730307b1cdc61d81b8870770aa9.jpg  
 extracting: train/images/maksssksksss799_png.rf.47f2df8e313d7ad08a3b2a28f3417efc.jpg  
 extracting: train/images/maksssksksss175_png.rf.47c85cda7eb9e3142ed3a4e2856ec2de.jpg  
 extracting: train/images/maksssksksss550_png.rf.47d45d1713ec9c9fd309ee226623a6b2.jpg  
 extracting: train/images/maksssksksss610_png.rf.4880d4762c20c97d5d8e27a52b2d1269.jpg  
 extracting: train/images/maksssksksss167_png.rf.4985ae3027c74e401a61974f008120e2.jpg  
 extracting: train/images/maksssksksss397_png.rf.48200761ca3fa1fe85f709b213677b10.jpg  
 extracting: train/images/maksssksksss841_png.rf.482c338b2787b4599bac8fda1d6b8306.jpg  
 extracting: train/images/maksssksksss511_png.rf.492253945f6c233a9844615f9c69b5e1.jpg  
 extracting: train/images/maksssksksss745_png.rf.4a046036ac07e2cb46b48d895ef48f4a.jpg  
 extracting: train/images/maksssksksss0_png.rf.4b8cfdf9a91d8325458b7cf9b1b33f3a.jpg  
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 extracting: train/images/maksssksksss346_png.rf.48ad3139288aaea52a6adbdde4b919ee.jpg  
 extracting: train/images/maksssksksss806_png.rf.4bb494da37d83abf4a78ae3efd8c14a4.jpg  
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 extracting: train/images/maksssksksss109_png.rf.4947abe3634b89192cff837e4b8147a5.jpg  
 extracting: train/images/maksssksksss252_png.rf.4becfc4669580c31414c976fae04edf2.jpg  
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 extracting: train/images/maksssksksss416_png.rf.4b164b2f5646b55fbeed4ff50b426e39.jpg  
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 extracting: train/images/maksssksksss447_png.rf.4d0f9b4cee4d38478bfdd8474a139a36.jpg  
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 extracting: train/images/maksssksksss628_png.rf.513ff677787c3d6bb869df78cab5c995.jpg  
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 extracting: train/images/maksssksksss791_png.rf.5021d2a2e520cd5155830774367dabf6.jpg  
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 extracting: train/images/maksssksksss352_png.rf.526653deac706a6e3d133da4079be099.jpg  
 extracting: train/images/maksssksksss429_png.rf.53741d44fcf2658a8152fd2653c8dcce.jpg  
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 extracting: train/images/maksssksksss218_png.rf.52a708076943dbdb04392ca5744aa374.jpg  
 extracting: train/images/maksssksksss130_png.rf.52ea37c4c9e806961f4984729421c083.jpg  
 extracting: train/images/maksssksksss517_png.rf.52fd1b3436fc1591d4f94a50e7aa8302.jpg  
 extracting: train/images/maksssksksss709_png.rf.52b3d42993d857844ed5e566d05d13b0.jpg  
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 extracting: train/images/maksssksksss188_png.rf.53bbc6b555d09934a62b35675689f794.jpg  
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 extracting: train/images/maksssksksss239_png.rf.5510a6a921c71f890d831e4510317bad.jpg  
 extracting: train/images/maksssksksss830_png.rf.53bff7996c81631d682a2c02eda09bd5.jpg  
 extracting: train/images/maksssksksss394_png.rf.55ed28afadedcc7f0348578d7695c724.jpg  
 extracting: train/images/maksssksksss448_png.rf.55157cb3f4fe3f995870a6b5e33d0edd.jpg  
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 extracting: train/images/maksssksksss516_png.rf.56808dc1c575d473f6bfb37b167e3d8d.jpg  
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 extracting: train/images/maksssksksss334_png.rf.55c0e9ddd7a2776d95d1d926111058a5.jpg  
 extracting: train/images/maksssksksss170_png.rf.5501ff009dbc0cb8c3c428bad15fd8bf.jpg  
 extracting: train/images/maksssksksss30_png.rf.55d20a0aa5eeb2280ed64ae3405f1d75.jpg  
 extracting: train/images/maksssksksss536_png.rf.5749c9589c2313c8258ae09f3fe1ebad.jpg  
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 extracting: train/images/maksssksksss207_png.rf.564438d19c5f4fb4427ddbd00917ad1c.jpg  
 extracting: train/images/maksssksksss495_png.rf.558d8ce9e2ac3b85703344ffb04bbc4a.jpg  
 extracting: train/images/maksssksksss403_png.rf.5721ca55a67de76300edb49d916c10de.jpg  
 extracting: train/images/maksssksksss172_png.rf.56d9666d49abdf290682e17ec2748fe3.jpg  
 extracting: train/images/maksssksksss633_png.rf.57cf893fd0e8796912198baac19eded1.jpg  
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 extracting: train/images/maksssksksss542_png.rf.57cac3b0e1c0640e114c16a43f03c68c.jpg  
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 extracting: train/images/maksssksksss744_png.rf.575a5b6665316390486739dcf10dc48c.jpg  
 extracting: train/images/maksssksksss468_png.rf.58b19addf7d5f89914ee890343163403.jpg  
 extracting: train/images/maksssksksss46_png.rf.585195df239bee3ba7012f97b5e44f35.jpg  
 extracting: train/images/maksssksksss481_png.rf.5581afa3b5ee5328dbe07150c4645a63.jpg  
 extracting: train/images/maksssksksss75_png.rf.53fe117b4cbe64f6b3be36b271a89688.jpg  
 extracting: train/images/maksssksksss270_png.rf.576d69d6a561f42063008c7c3b7069ef.jpg  
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 extracting: train/images/maksssksksss665_png.rf.598df453f6e9ef5c065cbddd4de7ca4e.jpg  
 extracting: train/images/maksssksksss37_png.rf.594d297d851af10746db1ac0a1790447.jpg  
 extracting: train/images/maksssksksss474_png.rf.5937ca305d83559f8cd527266ab54fc4.jpg  
 extracting: train/images/maksssksksss847_png.rf.5acabc4fe3f802e3418a519bac5c1aae.jpg  
 extracting: train/images/maksssksksss675_png.rf.5a5ae0505968a4d4c7fb7e98b95dcefb.jpg  
 extracting: train/images/maksssksksss556_png.rf.595d30f9189585d78a18fa522ac76813.jpg  
 extracting: train/images/maksssksksss706_png.rf.58f3bfb16247ec4c711643fcd9053dba.jpg  
 extracting: train/images/maksssksksss164_png.rf.595441bd1abb9bfd967dcaa5c2d44d56.jpg  
 extracting: train/images/maksssksksss148_png.rf.5b35daeab345489f6ec28ccfdbe4aa8c.jpg  
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 extracting: train/images/maksssksksss111_png.rf.5a89b54d4db307274b9a31266ba3b531.jpg  
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 extracting: train/images/maksssksksss823_png.rf.5be4e0b7d570b88be4ccddf0145a40bf.jpg  
 extracting: train/images/maksssksksss659_png.rf.5ae29e4a3f20ae1a8fa6d4fc809d0799.jpg  
 extracting: train/images/maksssksksss301_png.rf.598d36d9b8c366be34c28c792dcc4f07.jpg  
 extracting: train/images/maksssksksss314_png.rf.5ad73c359c3795bc6f8562f8b466521d.jpg  
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 extracting: train/images/maksssksksss627_png.rf.5bb262c960b89f6aea45cb4cdf83d552.jpg  
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 extracting: train/images/maksssksksss670_png.rf.5d3b24106a610fb3abcd062f7aca2064.jpg  
 extracting: train/images/maksssksksss748_png.rf.5cfa77ffaf36edbb37756dc112d92b7a.jpg  
 extracting: train/images/maksssksksss701_png.rf.5ea156f978fc9e767556764760338d8d.jpg  
 extracting: train/images/maksssksksss355_png.rf.5fdb96dd3cd349690a05a197230368bf.jpg  
 extracting: train/images/maksssksksss352_png.rf.607ff2422ac52fc361e9afe9f6883c6d.jpg  
 extracting: train/images/maksssksksss665_png.rf.5fa9970c8cada3322e54466b7fe51448.jpg  
 extracting: train/images/maksssksksss708_png.rf.5e5ecd1f33c20ecd21abaa624739bfd7.jpg  
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 extracting: train/images/maksssksksss681_png.rf.5ee63451e7676a06310c975db895c1a9.jpg  
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 extracting: train/images/maksssksksss726_png.rf.60a30e1340d090b8780e33e984cebd92.jpg  
 extracting: train/images/maksssksksss213_png.rf.60ae8fe791518d73b9ec221601b65f46.jpg  
 extracting: train/images/maksssksksss756_png.rf.6163361d7534f80e549bf3245a0fda93.jpg  
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 extracting: train/images/maksssksksss451_png.rf.617fe952a3a4bbe7c6b47dd45142944f.jpg  
 extracting: train/images/maksssksksss53_png.rf.61d7cf438171b0bc4d86bd1da28732d0.jpg  
 extracting: train/images/maksssksksss596_png.rf.614675972a94eb3ddec9349436fabc18.jpg  
 extracting: train/images/maksssksksss797_png.rf.5db4c3e5ca7894c8140a29018434f2c8.jpg  
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 extracting: train/images/maksssksksss574_png.rf.622174938408d54e7d563be6ede826e3.jpg  
 extracting: train/images/maksssksksss125_png.rf.60c6a36f54deed23d7c22da811f28df2.jpg  
 extracting: train/images/maksssksksss442_png.rf.61c1d11c171819f526a07c7bdd3c5398.jpg  
 extracting: train/images/maksssksksss719_png.rf.5e729a5c135689f3ae3824583eef3202.jpg  
 extracting: train/images/maksssksksss416_png.rf.632be3257b1140cc94afb0842d55a8dd.jpg  
 extracting: train/images/maksssksksss645_png.rf.623c9748da794b5521c32b3dca1ce475.jpg  
 extracting: train/images/maksssksksss694_png.rf.6379fc4260ec4ebdd69c4d5f314a5be4.jpg  
 extracting: train/images/maksssksksss712_png.rf.635fd6efbe7a9c1d93f9e5cbc6ad65ad.jpg  
 extracting: train/images/maksssksksss255_png.rf.628fcdc627113014fabd512220f6b32c.jpg  
 extracting: train/images/maksssksksss67_png.rf.634be5fad14163a7421bf63b0c1764a3.jpg  
 extracting: train/images/maksssksksss664_png.rf.636c78a01b5d37a9ccb1130484e8cec4.jpg  
 extracting: train/images/maksssksksss375_png.rf.6379606224645d20b84aa2b5a46d0ade.jpg  
 extracting: train/images/maksssksksss430_png.rf.64155a00d6da7eee189ef95b33a9ec20.jpg  
 extracting: train/images/maksssksksss462_png.rf.6511601cd3e2796fd0e5c1822ae6d8e9.jpg  
 extracting: train/images/maksssksksss359_png.rf.6586b5af75946ebd387fb8d191a8c203.jpg  
 extracting: train/images/maksssksksss341_png.rf.655566e33b370cc4e5769dbf4ff9adb3.jpg  
 extracting: train/images/maksssksksss389_png.rf.63f08c711e997287793324998c2108e3.jpg  
 extracting: train/images/maksssksksss269_png.rf.6616acaa4bb5031d3633fe1c8d721da9.jpg  
 extracting: train/images/maksssksksss187_png.rf.6530887424db604bbfc5dfe3377fff04.jpg  
 extracting: train/images/maksssksksss421_png.rf.65eadd89b6cd80a9a8a8e813ac1ea77e.jpg  
 extracting: train/images/maksssksksss733_png.rf.63f9c2681bc37ecb3a683ab6ed452870.jpg  
 extracting: train/images/maksssksksss661_png.rf.65c4f39d42aae383b1b100c70dbe6968.jpg  
 extracting: train/images/maksssksksss272_png.rf.651e0753dca1bba2f10197dfe3b100e2.jpg  
 extracting: train/images/maksssksksss666_png.rf.666bfd7fadaae4f04a87e8b7c946dafb.jpg  
 extracting: train/images/maksssksksss275_png.rf.6532ce9282bf12f7b2289e9023e44699.jpg  
 extracting: train/images/maksssksksss469_png.rf.6642156467adf09cbbc68c500d4f93dd.jpg  
 extracting: train/images/maksssksksss225_png.rf.6644f15e6b1b96921815ba797bc4a139.jpg  
 extracting: train/images/maksssksksss584_png.rf.667e81c408495ee203d41d8003a1c137.jpg  
 extracting: train/images/maksssksksss764_png.rf.665b6439a173d82029185ee29097d817.jpg  
 extracting: train/images/maksssksksss130_png.rf.64e9b98d41c0356d45cbd8c09290947a.jpg  
 extracting: train/images/maksssksksss539_png.rf.668cfaffed7614af106e1fad9be8c0a2.jpg  
 extracting: train/images/maksssksksss351_png.rf.66a47c8bd56a15072ea3a79e9bf55654.jpg  
 extracting: train/images/maksssksksss117_png.rf.669a55ad0e824af5da3e536519f4f7a2.jpg  
 extracting: train/images/maksssksksss288_png.rf.66973ad0afd7870ff3719a72ea3f6ac9.jpg  
 extracting: train/images/maksssksksss81_png.rf.66489f238b05c67f738d4cb229a86186.jpg  
 extracting: train/images/maksssksksss455_png.rf.66e259eaae2365ca8a4b6758d6902efd.jpg  
 extracting: train/images/maksssksksss770_png.rf.66cee76d30d737dd649cb8494bd5eeb4.jpg  
 extracting: train/images/maksssksksss761_png.rf.671bfe73dec8678300aef691964bf462.jpg  
 extracting: train/images/maksssksksss619_png.rf.6728146caf9b7694d9964f8ca72c3322.jpg  
 extracting: train/images/maksssksksss627_png.rf.66e9ffe3c58e0e9d070c6a679962e69c.jpg  
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 extracting: train/images/maksssksksss318_png.rf.66703d415f678e77b8d4625789bb7778.jpg  
 extracting: train/images/maksssksksss139_png.rf.693549eedcfbadec7d6bd40fdae30cec.jpg  
 extracting: train/images/maksssksksss603_png.rf.67b880743064b2542a600b5e11faf2bf.jpg  
 extracting: train/images/maksssksksss852_png.rf.68549ce15b53fad674799bf9949afa77.jpg  
 extracting: train/images/maksssksksss634_png.rf.65d1b566b607553cf145d88ada8d913a.jpg  
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 extracting: train/images/maksssksksss351_png.rf.67c60f67b6d59ae012b3ba1360e70d9b.jpg  
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 extracting: train/images/maksssksksss567_png.rf.6ad08a91fa048aa21b58e3f6878d256c.jpg  
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 extracting: train/images/maksssksksss341_png.rf.6d1a916249e90b20bae7dc7d1f3df314.jpg  
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 extracting: train/images/maksssksksss761_png.rf.6dd7d7ac516ddd62c5afe57007eb788c.jpg  
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 extracting: train/images/maksssksksss77_png.rf.702f101ab864fd2b91f6ada00f3c6a51.jpg  
 extracting: train/images/maksssksksss258_png.rf.7086615249ae1456c6f46f0272ba6608.jpg  
 extracting: train/images/maksssksksss44_png.rf.715846640cb6cabcaee1f26b662aa027.jpg  
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 extracting: train/images/maksssksksss129_png.rf.705e139f32fc49563ff5298c5bbbabfa.jpg  
 extracting: train/images/maksssksksss33_png.rf.6f9aa6b3111cca736b724706e64b3a47.jpg  
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 extracting: train/images/maksssksksss409_png.rf.708db858f8f987afa37ea81b0e8e9670.jpg  
 extracting: train/images/maksssksksss64_png.rf.7157fc09cfd9b9fac683b72149d8439a.jpg  
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 extracting: train/images/maksssksksss404_png.rf.7275d62c82f8bf0f0ddd67b01cb707e4.jpg  
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 extracting: train/images/maksssksksss195_png.rf.72af23d4ec1a531a5972570e3f5e10bf.jpg  
 extracting: train/images/maksssksksss277_png.rf.72b21eafbeb1376dc2f2d0fd411dc047.jpg  
 extracting: train/images/maksssksksss507_png.rf.72d820ef62bb225bbcb14240b3db2eee.jpg  
 extracting: train/images/maksssksksss572_png.rf.7304403e35678e2f5e9e793baaa478af.jpg  
 extracting: train/images/maksssksksss44_png.rf.73541c6395f4a1284c4d01db0d8ac34d.jpg  
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 extracting: train/images/maksssksksss757_png.rf.74067e5ba5db7b0502f016e5923946c2.jpg  
 extracting: train/images/maksssksksss777_png.rf.72860845655d390c8eabb30b30065562.jpg  
 extracting: train/images/maksssksksss716_png.rf.7384f0169002c055bb11f9f311046e22.jpg  
 extracting: train/images/maksssksksss789_png.rf.748885c865b2a3867bfb42b01037c3c7.jpg  
 extracting: train/images/maksssksksss177_png.rf.73b3a771c8ee4b8757203238acb90b28.jpg  
 extracting: train/images/maksssksksss693_png.rf.74582007db4ef2ea5b0fb39b3070f49c.jpg  
 extracting: train/images/maksssksksss574_png.rf.74f637ffe85a8ad459497db3f7402a66.jpg  
 extracting: train/images/maksssksksss70_png.rf.7377f284b70afd92a602d36d509d2891.jpg  
 extracting: train/images/maksssksksss640_png.rf.7435004bf913db9887127f5fc2ea9e1c.jpg  
 extracting: train/images/maksssksksss300_png.rf.73d8af8b5210c0bc9332197593240758.jpg  
 extracting: train/images/maksssksksss313_png.rf.74c3fd5b20183143d9a69183a5d73b0b.jpg  
 extracting: train/images/maksssksksss498_png.rf.74ba18ac52ac61272e8eb038fc7b2038.jpg  
 extracting: train/images/maksssksksss818_png.rf.7432b014928839b64f72d58c887d9ea7.jpg  
 extracting: train/images/maksssksksss128_png.rf.740e7491d9572d86460e5a765e4e072b.jpg  
 extracting: train/images/maksssksksss641_png.rf.75093cdc0285051c910ce24597a6d0c0.jpg  
 extracting: train/images/maksssksksss211_png.rf.76260837df637f1605ef2c7a31da89bd.jpg  
 extracting: train/images/maksssksksss230_png.rf.72c81270d01146ed4c5433010f2e38d9.jpg  
 extracting: train/images/maksssksksss768_png.rf.7682404b844bf1e4b800aa4d56ee3277.jpg  
 extracting: train/images/maksssksksss445_png.rf.75badf101c2788d936add57cf528c17e.jpg  
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 extracting: train/images/maksssksksss666_png.rf.75b809f2b9bde81492beea7aa0394486.jpg  
 extracting: train/images/maksssksksss618_png.rf.7652bf65658df8c9d125cd7d32d1a475.jpg  
 extracting: train/images/maksssksksss409_png.rf.7660b186455c3031dafa6777b9d1c5f8.jpg  
 extracting: train/images/maksssksksss763_png.rf.759dce493c1aabacd64e30296b0e7170.jpg  
 extracting: train/images/maksssksksss759_png.rf.759668842ca6b7c78c2cdf28f8631446.jpg  
 extracting: train/images/maksssksksss229_png.rf.76871070b0519cb7e310dd3c2e17dea8.jpg  
 extracting: train/images/maksssksksss217_png.rf.76dd1270480d7f91a1324ff3323d187a.jpg  
 extracting: train/images/maksssksksss716_png.rf.76bdfe9df90c9fc9430b95eceb56a227.jpg  
 extracting: train/images/maksssksksss162_png.rf.76c5e5c354ed435cf8a16f022e16b80d.jpg  
 extracting: train/images/maksssksksss10_png.rf.7699167806a3393683ddf21191682207.jpg  
 extracting: train/images/maksssksksss127_png.rf.774f38d34c69ae17118cccfeefbf26bb.jpg  
 extracting: train/images/maksssksksss663_png.rf.7683fac09d90beb7db94bd296de02399.jpg  
 extracting: train/images/maksssksksss756_png.rf.777f82f33a41fd3512038d3325dfb8fe.jpg  
 extracting: train/images/maksssksksss632_png.rf.77fbb638dd010c1a38d6127b7fe39780.jpg  
 extracting: train/images/maksssksksss671_png.rf.778436ea7141f18cf1d47977fc4c6ddd.jpg  
 extracting: train/images/maksssksksss199_png.rf.78172fee9dd8536824f396eba8fd68a4.jpg  
 extracting: train/images/maksssksksss705_png.rf.76fd59d33d77fb2813bfb65701e1d793.jpg  
 extracting: train/images/maksssksksss387_png.rf.78e13b0bccf981998e320d87b10315b5.jpg  
 extracting: train/images/maksssksksss523_png.rf.77bad4b84c6f9a3cec8acd6bcbe0b0c8.jpg  
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 extracting: train/images/maksssksksss768_png.rf.79379c5e442be12b53f23355a8b95e8b.jpg  
 extracting: train/images/maksssksksss509_png.rf.790fb33e64a875e00ff6892f56b019c6.jpg  
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 extracting: train/images/maksssksksss752_png.rf.7a3f438e9ef3e91f5111342c405db88b.jpg  
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 extracting: train/images/maksssksksss482_png.rf.794ab9e2efad3623fb16f79d54e44d9f.jpg  
 extracting: train/images/maksssksksss382_png.rf.7ada6c483c776300b4a6c971a177ece4.jpg  
 extracting: train/images/maksssksksss158_png.rf.7bdfca765efa0d01b0d92c06988979af.jpg  
 extracting: train/images/maksssksksss754_png.rf.7b9ab1284a648a875e474c952657b2e1.jpg  
 extracting: train/images/maksssksksss745_png.rf.7cdcb4694d918a9c767ccebe9e02ef4d.jpg  
 extracting: train/images/maksssksksss760_png.rf.7bc15b7feb8391827914e51882d0ec82.jpg  
 extracting: train/images/maksssksksss850_png.rf.7c17b86a224736015f1d018a2d655378.jpg  
 extracting: train/images/maksssksksss726_png.rf.7b71568daf790c60c9103f5f151a5c81.jpg  
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 extracting: train/images/maksssksksss269_png.rf.7ce2b890beb5338bf4ae2ce709b1b825.jpg  
 extracting: train/images/maksssksksss822_png.rf.7d333479ad3a326fea2760faa54e483b.jpg  
 extracting: train/images/maksssksksss293_png.rf.7d085c432ccb3236578d82b3bd7efa2b.jpg  
 extracting: train/images/maksssksksss114_png.rf.7d298cd9a45a041fa65fd58618ffe8b9.jpg  
 extracting: train/images/maksssksksss199_png.rf.7beb94c91b3320e62b94a55396478009.jpg  
 extracting: train/images/maksssksksss588_png.rf.7d8386451e71139e62d6bc4b5a607b07.jpg  
 extracting: train/images/maksssksksss752_png.rf.7dcbdc1cad359931694ae9640b451b2a.jpg  
 extracting: train/images/maksssksksss739_png.rf.7d3579ff7a74bfe3104b13dc1641ce45.jpg  
 extracting: train/images/maksssksksss214_png.rf.7d9c94ff40b21f3b79f9049c0f0d9d23.jpg  
 extracting: train/images/maksssksksss474_png.rf.7d1a1d51288f539abb47660991efc614.jpg  
 extracting: train/images/maksssksksss570_png.rf.7c65ef3736446aad127006f2efe5ad38.jpg  
 extracting: train/images/maksssksksss246_png.rf.7dd110e19db728e2d5e924de070b2f52.jpg  
 extracting: train/images/maksssksksss93_png.rf.7d56425c1420bfc045a6c2d5ec0e8e51.jpg  
 extracting: train/images/maksssksksss621_png.rf.7d6e9915ea03ee31865855b0b329adb1.jpg  
 extracting: train/images/maksssksksss768_png.rf.7e7afdd5a86fc7d36223117c55e34f23.jpg  
 extracting: train/images/maksssksksss623_png.rf.7e506c06362e50943c5cf75b614e0059.jpg  
 extracting: train/images/maksssksksss573_png.rf.7e789f9627b5d3123ab35f95e61788ff.jpg  
 extracting: train/images/maksssksksss129_png.rf.7dd53bfebab357e64e282026ba00ea36.jpg  
 extracting: train/images/maksssksksss204_png.rf.7d343a6568c1a823a0949da346e4be6d.jpg  
 extracting: train/images/maksssksksss573_png.rf.7dce71826d8e90c0387d718d217b9f6e.jpg  
 extracting: train/images/maksssksksss538_png.rf.7e6785180c682ce19afa9ab47a4bc2ac.jpg  
 extracting: train/images/maksssksksss30_png.rf.7e9d7088d766cc25522667a60c73a0f8.jpg  
 extracting: train/images/maksssksksss121_png.rf.7f5bb32fbb5b2e0f918acadd05266e14.jpg  
 extracting: train/images/maksssksksss663_png.rf.7d6148afcb3d45ef2be65afb983f8aac.jpg  
 extracting: train/images/maksssksksss547_png.rf.7ed5b9bc156be4e44962aa362c532a25.jpg  
 extracting: train/images/maksssksksss535_png.rf.7e0b75cb96d29f6d44c1b82512003659.jpg  
 extracting: train/images/maksssksksss545_png.rf.7deefddb027febea5a8d608602e47978.jpg  
 extracting: train/images/maksssksksss350_png.rf.7fa0b5c221a6c8967fce5921b83bc1c1.jpg  
 extracting: train/images/maksssksksss334_png.rf.7ec3f6e8e916a7534f2ee12a101a73f6.jpg  
 extracting: train/images/maksssksksss638_png.rf.7f5ef201e5ab39768e2b3e16d33ab9fc.jpg  
 extracting: train/images/maksssksksss431_png.rf.7fe7df88a8c8abc33feb89f0fb36efb3.jpg  
 extracting: train/images/maksssksksss191_png.rf.7efdf17947dd00b7db5908469a9e11a1.jpg  
 extracting: train/images/maksssksksss456_png.rf.7fe4e592a7fa3757f9d8ef3dcf9a62f3.jpg  
 extracting: train/images/maksssksksss584_png.rf.80b8c57bbf8fab1828b2bc2a18f67211.jpg  
 extracting: train/images/maksssksksss785_png.rf.7fb15fabfb42ab7863cbe1dc7db9aa5c.jpg  
 extracting: train/images/maksssksksss417_png.rf.807fe2056bd85f0f46271b1e89309e7b.jpg  
 extracting: train/images/maksssksksss512_png.rf.809f9fbb4fe11cda4cb135eaf8507d63.jpg  
 extracting: train/images/maksssksksss338_png.rf.813ca2c5b29ec2eb0e0ab12d2b82a427.jpg  
 extracting: train/images/maksssksksss636_png.rf.81af32ef8ba916b81aec3b8d1002ca49.jpg  
 extracting: train/images/maksssksksss639_png.rf.81aec466b46e1e97ef0dc2a3053b636c.jpg  
 extracting: train/images/maksssksksss764_png.rf.8135f8725706d01a615e49a56f3b24d8.jpg  
 extracting: train/images/maksssksksss272_png.rf.8091326c5bb2d1ab8912110ef29b1803.jpg  
 extracting: train/images/maksssksksss465_png.rf.81f0d00c182bc8a4d85e714b0f1f2296.jpg  
 extracting: train/images/maksssksksss427_png.rf.818d6231bd19d605fe15cb0a1e88a740.jpg  
 extracting: train/images/maksssksksss632_png.rf.819fb3c4ceeb129174b73f08e0d25cd4.jpg  
 extracting: train/images/maksssksksss326_png.rf.8225c3c9605b0d05fb6f70065cf0b2bb.jpg  
 extracting: train/images/maksssksksss92_png.rf.82478f502468bc49e42e51d193e03b68.jpg  
 extracting: train/images/maksssksksss24_png.rf.8291cda0684fcfd6afb161abd39fc40c.jpg  
 extracting: train/images/maksssksksss754_png.rf.82586aa84044b5166bdcd559a2b0f4c5.jpg  
 extracting: train/images/maksssksksss359_png.rf.824717b14b3e749bd3f17fd3dd615dca.jpg  
 extracting: train/images/maksssksksss636_png.rf.827f2c9e48f294f1a0062bfa21353613.jpg  
 extracting: train/images/maksssksksss692_png.rf.82f5478031f6db5a3a18903cc3ff911f.jpg  
 extracting: train/images/maksssksksss156_png.rf.822cb339141b384686c10250237dbc28.jpg  
 extracting: train/images/maksssksksss808_png.rf.81b3e8f5297e6b74e01f6e71b2c960ef.jpg  
 extracting: train/images/maksssksksss782_png.rf.837c4ed089948556c8eb0fd3f813b27d.jpg  
 extracting: train/images/maksssksksss305_png.rf.83701d11cd8060000cf6a66b417fc38f.jpg  
 extracting: train/images/maksssksksss776_png.rf.83f9286693bd409500339ae57055fd8c.jpg  
 extracting: train/images/maksssksksss191_png.rf.834904daf3a48d24a9c66d9bdd6d9e49.jpg  
 extracting: train/images/maksssksksss610_png.rf.844e7c96b74b4794fcf57a13c437987f.jpg  
 extracting: train/images/maksssksksss674_png.rf.83a4088d28068e5a9d7a0247002cea80.jpg  
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 extracting: train/images/maksssksksss606_png.rf.843ca25fa7d0f7a3a76aa34a47bff510.jpg  
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 extracting: train/images/maksssksksss723_png.rf.b14c7cab60590f3041ac9ccdaa7b2829.jpg  
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 extracting: train/images/maksssksksss723_png.rf.b0244e20273dd979b49b5a9ab524dfdd.jpg  
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 extracting: train/images/maksssksksss735_png.rf.b2210c21da5383d94398d5704e39e744.jpg  
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 extracting: train/images/maksssksksss119_png.rf.b461cb53cd298c7bf88109172b45482a.jpg  
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 extracting: train/images/maksssksksss92_png.rf.be5df8c423a19b44acfecfb9a99a8ff8.jpg  
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 extracting: train/images/maksssksksss210_png.rf.bfdefb2105aee226f6556589d38c45b8.jpg  
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 extracting: train/images/maksssksksss670_png.rf.c96c1425fa4f88ffdf6ef17755c51cab.jpg  
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 extracting: train/images/maksssksksss68_png.rf.cad44eaa2e5b85ac0d1be0ee99ad6f32.jpg  
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 extracting: train/images/maksssksksss469_png.rf.cb2abeffb1d4fa5ac640502c00df3213.jpg  
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 extracting: train/images/maksssksksss497_png.rf.cc4e7c20a4d09eea48ae596c32b70e75.jpg  
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 extracting: train/images/maksssksksss190_png.rf.cd00353687e0c5fe980767d740aa76fc.jpg  
 extracting: train/images/maksssksksss635_png.rf.cde115df9570e9961085207d1acd509c.jpg  
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 extracting: train/images/maksssksksss568_png.rf.ce81bc2996844509d082a69420847613.jpg  
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 extracting: train/images/maksssksksss494_png.rf.ceec4265089d83460447c232139989f6.jpg  
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 extracting: train/images/maksssksksss167_png.rf.cfc303d0c55eb454b9effc36baad953e.jpg  
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 extracting: train/images/maksssksksss335_png.rf.d53dc5f1f577c21a44e2f7f06da1457f.jpg  
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 extracting: train/images/maksssksksss331_png.rf.d81167c59c72adad28cac09565b9d79b.jpg  
 extracting: train/images/maksssksksss551_png.rf.d6ad1b70f2e1c8e2e84d593573a9bf6e.jpg  
 extracting: train/images/maksssksksss328_png.rf.d5611a2613bd0635b2a94e951b0403eb.jpg  
 extracting: train/images/maksssksksss302_png.rf.d61224e7488be70b27e30fcd2b436a9f.jpg  
 extracting: train/images/maksssksksss251_png.rf.d80252dcb202381224af8b1759bd4cbe.jpg  
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 extracting: train/images/maksssksksss170_png.rf.d87d297677348acc8516e167e9746db1.jpg  
 extracting: train/images/maksssksksss757_png.rf.d70838b70725305a0c4da640f62680f4.jpg  
 extracting: train/images/maksssksksss0_png.rf.d8072ff8856609858fe768413fb21f82.jpg  
 extracting: train/images/maksssksksss437_png.rf.d8da047c536b0632b9de7341a74ba687.jpg  
 extracting: train/images/maksssksksss642_png.rf.d9282e30f4f1fc61844e43a7c62c68de.jpg  
 extracting: train/images/maksssksksss670_png.rf.d8c006605cbfe6c70659b1d563d9afb4.jpg  
 extracting: train/images/maksssksksss183_png.rf.d8daeb4375e5abf27ccf03cb0f625f80.jpg  
 extracting: train/images/maksssksksss675_png.rf.d915f47ee85cbee6d6cf94b1b09a5539.jpg  
 extracting: train/images/maksssksksss467_png.rf.d8c7782c24eedc04f008970935f54d50.jpg  
 extracting: train/images/maksssksksss719_png.rf.d9404ddbc93f18cf692a5183d94dbe6b.jpg  
 extracting: train/images/maksssksksss323_png.rf.d988ecce76b4879c7cd3308b5e5a87c8.jpg  
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 extracting: train/images/maksssksksss605_png.rf.d7d93303e4b6e6cd6bb9f3b9989608d9.jpg  
 extracting: train/images/maksssksksss674_png.rf.d9a8e27cfe1c7cf9475ef5dd89167f53.jpg  
 extracting: train/images/maksssksksss23_png.rf.d98c277bd765b508a432031565215654.jpg  
 extracting: train/images/maksssksksss75_png.rf.da609f4c67b0def6e01365e6c3eb10cd.jpg  
 extracting: train/images/maksssksksss648_png.rf.da61c96b412168808c535ba667160a02.jpg  
 extracting: train/images/maksssksksss827_png.rf.d9ff1ee7211ffab79eb8165c5e694b61.jpg  
 extracting: train/images/maksssksksss778_png.rf.da2b0a076dbc04633eed9555d5f17e57.jpg  
 extracting: train/images/maksssksksss397_png.rf.da8da391a6365641adc5a3840e77516a.jpg  
 extracting: train/images/maksssksksss58_png.rf.d9ee00ad6c714048b5b3994ba3337a74.jpg  
 extracting: train/images/maksssksksss668_png.rf.da34b97893232add2453c92700f517ed.jpg  
 extracting: train/images/maksssksksss735_png.rf.db371f5d25485cbf45057ccd0997eb12.jpg  
 extracting: train/images/maksssksksss436_png.rf.db23f3dee0234311e7cf70821bedd332.jpg  
 extracting: train/images/maksssksksss300_png.rf.d92ad07e26a2c482da2ba43702666190.jpg  
 extracting: train/images/maksssksksss290_png.rf.daf3f785db84841ddf4e2794464a0881.jpg  
 extracting: train/images/maksssksksss805_png.rf.db3042b426b3279185412c16f820491d.jpg  
 extracting: train/images/maksssksksss801_png.rf.dce5df1bb9e7a63b57285deca6c54847.jpg  
 extracting: train/images/maksssksksss267_png.rf.da79c1f200ec30e16e704120826563b4.jpg  
 extracting: train/images/maksssksksss85_png.rf.dc0d403823976ae26882f9295eca44bc.jpg  
 extracting: train/images/maksssksksss330_png.rf.db2cd05643e912a12473c3b771ea9602.jpg  
 extracting: train/images/maksssksksss190_png.rf.dc572a1fd312b29011c310920c82b6bc.jpg  
 extracting: train/images/maksssksksss137_png.rf.db069f617413b110e4d15694a0a68eef.jpg  
 extracting: train/images/maksssksksss26_png.rf.dc6670d3133e784998ae4237bb2d822b.jpg  
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 extracting: train/images/maksssksksss621_png.rf.dd6d0cb5d79434e2bf2f0f1e3e2da16c.jpg  
 extracting: train/images/maksssksksss454_png.rf.ddcb8b79d8865b1c4785f41fa47c9452.jpg  
 extracting: train/images/maksssksksss815_png.rf.dc80d3af95186be72b477eacee260b79.jpg  
 extracting: train/images/maksssksksss103_png.rf.ddb859b40e64587bb5147adf1d437668.jpg  
 extracting: train/images/maksssksksss466_png.rf.dbe5c139cc1cc5951f84955457b311a8.jpg  
 extracting: train/images/maksssksksss535_png.rf.dd7efb6147a6ba445e7a3b711ef34614.jpg  
 extracting: train/images/maksssksksss480_png.rf.dd9415bca1d67f5ad7a9a251bd401259.jpg  
 extracting: train/images/maksssksksss340_png.rf.dd4df75b9060a3b8412b2ca651d686c8.jpg  
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 extracting: train/images/maksssksksss208_png.rf.dfbfa2542effb47832773b3bd9e67107.jpg  
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 extracting: train/images/maksssksksss698_png.rf.e0c54d6896f89db247266493d75db6f9.jpg  
 extracting: train/images/maksssksksss594_png.rf.e15af5bc01bd444b255b24275545ad5a.jpg  
 extracting: train/images/maksssksksss511_png.rf.e10568a258d8710184f7558fc64b535e.jpg  
 extracting: train/images/maksssksksss267_png.rf.dff90f202eee99501ff6d7e8ee7055d3.jpg  
 extracting: train/images/maksssksksss288_png.rf.df5aac9f6b09c977b29cafdc5ee7ac8d.jpg  
 extracting: train/images/maksssksksss614_png.rf.decd50a8560233ce1d29dd3387386492.jpg  
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 extracting: train/images/maksssksksss398_png.rf.e0a821ff622f418de489090dc627ad5a.jpg  
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 extracting: train/images/maksssksksss292_png.rf.dffb95d6ca4e1346d03df8b1c6809088.jpg  
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 extracting: train/images/maksssksksss3_png.rf.e1468724b81485139438ab6df1c46907.jpg  
 extracting: train/images/maksssksksss21_png.rf.e1c1f3cfc7f9b57e67cb779fb1e730be.jpg  
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 extracting: train/images/maksssksksss721_png.rf.e1f637c1db76933aa16c68faa307c1dd.jpg  
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 extracting: train/images/maksssksksss169_png.rf.e209cca30b8d34045cf6b4efba6d78b5.jpg  
 extracting: train/images/maksssksksss669_png.rf.e3c3bc7a8dde89cd42d5a527fc387662.jpg  
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 extracting: train/images/maksssksksss640_png.rf.dfdff0f68be4645973ed6e8ebdcdd375.jpg  
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 extracting: train/images/maksssksksss34_png.rf.e36031747baf54c34a19a1da954fe50a.jpg  
 extracting: train/images/maksssksksss661_png.rf.e4b394e526e7889882dfcdd2abb182c0.jpg  
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 extracting: train/images/maksssksksss538_png.rf.e577140ca15dc5af0fa1209b7cfad999.jpg  
 extracting: train/images/maksssksksss306_png.rf.e57531a7a71829705c975dcffbee33bf.jpg  
 extracting: train/images/maksssksksss91_png.rf.e4f8195877080d4c538f50ee1db00ce5.jpg  
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 extracting: train/images/maksssksksss100_png.rf.e5bcf00f5259d11a9ab4dbb72606f2cf.jpg  
 extracting: train/images/maksssksksss437_png.rf.e62415b6703db4cab2d2be18c48707c7.jpg  
 extracting: train/images/maksssksksss452_png.rf.e32c3f8d04282d59950ad769b866cd8c.jpg  
 extracting: train/images/maksssksksss800_png.rf.e68407b8fbed6776df559083834c2add.jpg  
 extracting: train/images/maksssksksss503_png.rf.e667cf8c2d16a24af7b051a36ef474d0.jpg  
 extracting: train/images/maksssksksss758_png.rf.e68dd6d163387868a976b3c8e7646e1b.jpg  
 extracting: train/images/maksssksksss543_png.rf.e6975a7c38145f3be62d17954b2f561d.jpg  
 extracting: train/images/maksssksksss498_png.rf.e630255c733af151462b055ac699a44d.jpg  
 extracting: train/images/maksssksksss551_png.rf.e77d7f3d30ffcab645f3f774ed47801e.jpg  
 extracting: train/images/maksssksksss771_png.rf.e68c61fdd87adbd2c754e03d2a50c771.jpg  
 extracting: train/images/maksssksksss568_png.rf.e66194c5d9df09cda188ad9010e67837.jpg  
 extracting: train/images/maksssksksss686_png.rf.e7745e45e7d7462cd120d414790eeb20.jpg  
 extracting: train/images/maksssksksss360_png.rf.e83761fad83aacc3b5a362af864cf800.jpg  
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 extracting: train/images/maksssksksss633_png.rf.e89af509af28a54e4aaccff799a91ef6.jpg  
 extracting: train/images/maksssksksss71_png.rf.e8759a8f331a71609f6a07f4efe34599.jpg  
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 extracting: train/images/maksssksksss701_png.rf.e80b6d161a7086cbb2896b26bf96814a.jpg  
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 extracting: train/images/maksssksksss40_png.rf.e8f919a124b0369c179759a5e570ae3f.jpg  
 extracting: train/images/maksssksksss635_png.rf.eabdd71e7f0975c3f7ecdd6664105c73.jpg  
 extracting: train/images/maksssksksss538_png.rf.eb35ac6827ec296e9aefb8c296a31303.jpg  
 extracting: train/images/maksssksksss323_png.rf.e8c5011d67c699240c336baf4ea8444d.jpg  
 extracting: train/images/maksssksksss282_png.rf.e8534f713bc27531db494f99b4d879d5.jpg  
 extracting: train/images/maksssksksss677_png.rf.eb07da2e517fb26ed84524afc037ad0f.jpg  
 extracting: train/images/maksssksksss735_png.rf.ebab17e3eb50d4c404b50d69d9cd6f9e.jpg  
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 extracting: train/images/maksssksksss515_png.rf.eaa33cd9a84514eb39ea1a4cb4d18f4e.jpg  
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 extracting: train/images/maksssksksss230_png.rf.f0d1d9523b46954b65cbcfbd8fb844a3.jpg  
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 extracting: train/images/maksssksksss285_png.rf.f2b25560aacf20d7ba2c87a4296852fe.jpg  
 extracting: train/images/maksssksksss656_png.rf.f1c6731b3cc07e467719d9c43100a467.jpg  
 extracting: train/images/maksssksksss697_png.rf.f2d201e34b5703ae51a03c1bf06f2eaa.jpg  
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 extracting: train/images/maksssksksss616_png.rf.f2d6d8a02cb31f17ab2eaf1233a8cf67.jpg  
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 extracting: train/images/maksssksksss492_png.rf.f35c91f352093a55b26567216bb7be12.jpg  
 extracting: train/images/maksssksksss515_png.rf.f232d95f83114b2743a092cc4cfd53cc.jpg  
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 extracting: train/images/maksssksksss494_png.rf.f2ebb8ec8d3606a3d0c38e4a6835a1a2.jpg  
 extracting: train/images/maksssksksss662_png.rf.f3eeac252244dc905a29c92b8dbc91c6.jpg  
 extracting: train/images/maksssksksss691_png.rf.f1ef120d4be416ec5b76c39f750b5f65.jpg  
 extracting: train/images/maksssksksss677_png.rf.f3ead4c84a60aa4cff2038c1fdc231cd.jpg  
 extracting: train/images/maksssksksss410_png.rf.f5026ee9d969f8f0e9986c24ed6fff13.jpg  
 extracting: train/images/maksssksksss461_png.rf.f2af628ff42cb0f1daaf52fdc0e459b5.jpg  
 extracting: train/images/maksssksksss819_png.rf.f1801664a6868bb6dc1f7593a8aefcf4.jpg  
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 extracting: train/images/maksssksksss112_png.rf.f5917766037ca86f438ea70332efe4ef.jpg  
 extracting: train/images/maksssksksss796_png.rf.f487af2f83ad6809033d5220ac7c024a.jpg  
 extracting: train/images/maksssksksss456_png.rf.f48d4a2833f4b508fc0a06c5ea7c48f6.jpg  
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 extracting: train/images/maksssksksss366_png.rf.f36e4f2229293ab2ce51326e066c37e5.jpg  
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 extracting: train/images/maksssksksss692_png.rf.f67358b411bd2613d1577e19f2565722.jpg  
 extracting: train/images/maksssksksss527_png.rf.f79a1fa4244bbb6e40ffb6985d1a43aa.jpg  
 extracting: train/images/maksssksksss264_png.rf.f6662c018d710dec9015918321d019ad.jpg  
 extracting: train/images/maksssksksss147_png.rf.f702952275dec78aa2f529b760c95095.jpg  
 extracting: train/images/maksssksksss765_png.rf.f79a0a690f458f8623f16b3405251d23.jpg  
 extracting: train/images/maksssksksss742_png.rf.f77417dd21c3e8ba79178b684e09129f.jpg  
 extracting: train/images/maksssksksss276_png.rf.f4177c8e0449c7cab374056c3bc376fd.jpg  
 extracting: train/images/maksssksksss168_png.rf.f51a2ac1471ae194af0c9e9724ecd665.jpg  
 extracting: train/images/maksssksksss603_png.rf.f8419649e4c6075e615084d7f2e9e8c4.jpg  
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 extracting: train/images/maksssksksss294_png.rf.f717937f09cb6c57bec478f4f133777a.jpg  
 extracting: train/images/maksssksksss164_png.rf.f6b7c045900d41a9c60bfeb6e9868bf9.jpg  
 extracting: train/images/maksssksksss736_png.rf.f7d440ae5fcfe9b1b6e3961e3f3b6dfd.jpg  
 extracting: train/images/maksssksksss442_png.rf.f70bf4970002e173d2bdd810a73faef6.jpg  
 extracting: train/images/maksssksksss471_png.rf.f8ee06b393e570f38f9d0e157b52357e.jpg  
 extracting: train/images/maksssksksss43_png.rf.f8247d9bb3922a9484d7be3f682a33ca.jpg  
 extracting: train/images/maksssksksss686_png.rf.f7c0c6fffb8a5463c8dc5ae833dc4fcd.jpg  
 extracting: train/images/maksssksksss630_png.rf.f78ddbf603eaa136ddda75c697a4a5c5.jpg  
 extracting: train/images/maksssksksss131_png.rf.f87c850bd89f8cb81434da99e9a99e3b.jpg  
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 extracting: train/images/maksssksksss528_png.rf.fa6192615f054c2c6ebbf4031f4c4e91.jpg  
 extracting: train/images/maksssksksss475_png.rf.f877677667c9771ce0d419b59519b205.jpg  
 extracting: train/images/maksssksksss476_png.rf.f8ff8e0513781fc29efa712c8848068a.jpg  
 extracting: train/images/maksssksksss656_png.rf.f95142c16baf4635cc263e6cb6534c02.jpg  
 extracting: train/images/maksssksksss720_png.rf.fae3518e0a09d17110d0070c4b554763.jpg  
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 extracting: train/images/maksssksksss789_png.rf.fa0f59c75ec68030039bd460339fc679.jpg  
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 extracting: train/images/maksssksksss282_png.rf.f9ca060833a1dee0a122dbfcddd418d6.jpg  
 extracting: train/images/maksssksksss114_png.rf.fb17970f78f94cb913a8cd661e72cdb8.jpg  
 extracting: train/images/maksssksksss67_png.rf.fafdbb7642efa4fa667d732f67f6a81a.jpg  
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 extracting: train/images/maksssksksss54_png.rf.fb64eb21e2837a5d48f33eac6cf60c07.jpg  
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 extracting: train/images/maksssksksss194_png.rf.fb454ce0ae45cff87983af75d4618683.jpg  
 extracting: train/images/maksssksksss368_png.rf.fb223b38a16e6625692e76c0e9bc56de.jpg  
 extracting: train/images/maksssksksss290_png.rf.faa84c631a965c675efd01225f27dd0f.jpg  
 extracting: train/images/maksssksksss470_png.rf.fc2ea8657725a513f212f56ab2034e6a.jpg  
 extracting: train/images/maksssksksss481_png.rf.fc80648c25d1ea25e6b3f4a9b3917257.jpg  
 extracting: train/images/maksssksksss640_png.rf.fb8c9d7d29179a351b7abf58ef873d60.jpg  
 extracting: train/images/maksssksksss56_png.rf.fc46c19372af20702c07c3c0de91ca93.jpg  
 extracting: train/images/maksssksksss93_png.rf.fb98679759700de7ca08a58de5f60a75.jpg  
 extracting: train/images/maksssksksss45_png.rf.fc5bd214df5c8088583fe64bae0f8849.jpg  
 extracting: train/images/maksssksksss641_png.rf.fce13f320437af09a7674aa5b67e03ee.jpg  
 extracting: train/images/maksssksksss550_png.rf.fc4fd87afa858dd11ebf992967950f8d.jpg  
 extracting: train/images/maksssksksss294_png.rf.fae113a75f9b260b234fc11cb358136b.jpg  
 extracting: train/images/maksssksksss759_png.rf.fd6144a0488c917f0d98d580aa3bb68c.jpg  
 extracting: train/images/maksssksksss336_png.rf.fcbbab2940826335f1cbed2becc9ece6.jpg  
 extracting: train/images/maksssksksss202_png.rf.fcb817280fa4411ca23fc35d12c521de.jpg  
 extracting: train/images/maksssksksss422_png.rf.fba9181cf031c913f956e02a7de01791.jpg  
 extracting: train/images/maksssksksss13_png.rf.fe94ce35e2317ffa09789e541257ef6b.jpg  
 extracting: train/images/maksssksksss38_png.rf.fe62919bf0fed1f3cf0f4e77d1861118.jpg  
 extracting: train/images/maksssksksss333_png.rf.f9cb0f4b58420c4099ea638e8aab7500.jpg  
 extracting: train/images/maksssksksss572_png.rf.fd3a795abec672c47fb207027e25e2a4.jpg  
 extracting: train/images/maksssksksss321_png.rf.fdb2251c148eb9f3616dba7e11414445.jpg  
 extracting: train/images/maksssksksss120_png.rf.fec2590f0fa1b7031bcced836834e9b8.jpg  
 extracting: train/images/maksssksksss408_png.rf.fce7a43ab10bfb01d6c7a894d2798d8f.jpg  
 extracting: train/images/maksssksksss673_png.rf.fe241f608bcf1b4f71969f6d1234f280.jpg  
 extracting: train/images/maksssksksss263_png.rf.fef88b11db6c3bd141b4f54c09076f1c.jpg  
 extracting: train/images/maksssksksss255_png.rf.fbadfde3ab1a58f68589108c22ee4c18.jpg  
 extracting: train/images/maksssksksss667_png.rf.febfe879a1742b7c50e07a35c4e2fa05.jpg  
 extracting: train/images/maksssksksss633_png.rf.fd9af8f4262fb3f5a5026c9861295986.jpg  
 extracting: train/images/maksssksksss422_png.rf.fe1054a273a78d2cbb5be077923915ea.jpg  
 extracting: train/images/maksssksksss368_png.rf.ff00e815833526941dd544a75a65554a.jpg  
 extracting: train/images/maksssksksss431_png.rf.fec864d8e3d7ca27ee25e417cd6d7f7f.jpg  
 extracting: train/images/maksssksksss537_png.rf.ff931ee63100f32ccbd15217a709751e.jpg  
 extracting: train/images/maksssksksss144_png.rf.ff25aacd8828c5a894117a7285a5a52c.jpg  
 extracting: train/images/maksssksksss89_png.rf.ff6b89fb9f059096f5df7a8e57141298.jpg  
 extracting: train/images/maksssksksss368_png.rf.ff1bad7ddef8d531708952b87d1af3b3.jpg  
 extracting: train/images/maksssksksss685_png.rf.ffca8ee539970d8e42be79285367e71e.jpg  
 extracting: valid/images/maksssksksss601_png.rf.02f2b78433774fdad1a105cc3585419e.jpg  
 extracting: valid/images/maksssksksss6_png.rf.027d8b4595af3b003e3d34101b572605.jpg  
 extracting: train/images/maksssksksss304_png.rf.ff2c53e04d803647391e298fc2a31bf0.jpg  
 extracting: valid/images/maksssksksss609_png.rf.082f2877854fe24468afae833eabac7a.jpg  
 extracting: valid/images/maksssksksss502_png.rf.08d43659c551539509d052213687d0e9.jpg  
 extracting: valid/images/maksssksksss566_png.rf.09f2cbcb96fbbacae01d01670a1368bd.jpg  
 extracting: valid/images/maksssksksss181_png.rf.06ea0951a4c9b49ad0d2c36d940882ab.jpg  
 extracting: valid/images/maksssksksss704_png.rf.05470974703e3c291989bf03d1ea9737.jpg  
 extracting: valid/images/maksssksksss329_png.rf.11232e61c4256bbe66646befb56e9353.jpg  
 extracting: valid/images/maksssksksss309_png.rf.08550f919c244f71359833db2e0870c0.jpg  
 extracting: valid/images/maksssksksss106_png.rf.15455950ef1718c0bcf61ae627894953.jpg  
 extracting: valid/images/maksssksksss779_png.rf.163bedac8436f4f8698cd1316865c0cc.jpg  
 extracting: valid/images/maksssksksss441_png.rf.1652d7937b8a7dd79c7c4c9a25fb9629.jpg  
 extracting: valid/images/maksssksksss94_png.rf.0ae8d5e336e2e96115e77c66c15967ea.jpg  
 extracting: valid/images/maksssksksss297_png.rf.16604b526d2849c7ee9e75773fe2e3dc.jpg  
 extracting: valid/images/maksssksksss303_png.rf.02eae5ce12e14f97c3d7333f049bdbdd.jpg  
 extracting: valid/images/maksssksksss832_png.rf.0375625ad0d49a99366aa9b1188f1fc7.jpg  
 extracting: valid/images/maksssksksss96_png.rf.16b5ad53269139cec64ada8ccce0589a.jpg  
 extracting: valid/images/maksssksksss587_png.rf.14d7e954c6db75746c7df42f436f6f17.jpg  
 extracting: valid/images/maksssksksss161_png.rf.1e3ee6b3a62c46678cc0909fde807130.jpg  
 extracting: valid/images/maksssksksss802_png.rf.18d7dd785220ef1f946da2e251dc1cbb.jpg  
 extracting: train/images/maksssksksss617_png.rf.ff4e93cc5ba79012f9e4970909058510.jpg  
 extracting: valid/images/maksssksksss295_png.rf.1c1c2f033cda9c5c71750d587f7d468e.jpg  
 extracting: valid/images/maksssksksss134_png.rf.170f30b63dffad3e2ce2cbb7b69c37e9.jpg  
 extracting: valid/images/maksssksksss256_png.rf.1a66495889896b2568121e61a6989ab9.jpg  
 extracting: valid/images/maksssksksss266_png.rf.1fe00b816b6327b8f43fe6b8e8941192.jpg  
 extracting: valid/images/maksssksksss226_png.rf.1c954cfe3745bad630480be920568adf.jpg  
 extracting: valid/images/maksssksksss741_png.rf.19d9185869cfe4ce1ba179d22e3e3633.jpg  
 extracting: valid/images/maksssksksss373_png.rf.2d3d6afd4b294d86349cb01070d808cd.jpg  
 extracting: valid/images/maksssksksss772_png.rf.2d0b35c76f02925708aff391006835e2.jpg  
 extracting: valid/images/maksssksksss577_png.rf.244e7a2de7a88909762e597f54eff9ae.jpg  
 extracting: valid/images/maksssksksss644_png.rf.33786d67585744ee8224ddadc8b726e6.jpg  
 extracting: valid/images/maksssksksss435_png.rf.1f4813c7f136c59a3aac22f8a5adb1cc.jpg  
 extracting: valid/images/maksssksksss27_png.rf.3597f158cc28245ca9acf59bb97686d6.jpg  
 extracting: valid/images/maksssksksss569_png.rf.20ccc0fe352625467edcc32ed64b56d6.jpg  
 extracting: valid/images/maksssksksss549_png.rf.302709bafdf64e8d038439605bb31139.jpg  
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In [ ]:
# this is the YAML file Roboflow wrote for us that we're loading into this notebook with our data
%cat data.yaml
train: ../train/images
val: ../valid/images

nc: 3
names: ['mask_weared_incorrect', 'with_mask', 'without_mask']

Define Model Configuration and Architecture

We will write a yaml script that defines the parameters for our model like the number of classes, anchors, and each layer.

You do not need to edit these cells, but you may.

In [ ]:
# define number of classes based on YAML
import yaml
with open("data.yaml", 'r') as stream:
    num_classes = str(yaml.safe_load(stream)['nc'])
In [ ]:
#this is the model configuration we will use for our tutorial 
%cat /content/yolov5/models/yolov5s.yaml
# parameters
nc: 80  # number of classes
depth_multiple: 0.33  # model depth multiple
width_multiple: 0.50  # layer channel multiple

# anchors
anchors:
  - [10,13, 16,30, 33,23]  # P3/8
  - [30,61, 62,45, 59,119]  # P4/16
  - [116,90, 156,198, 373,326]  # P5/32

# YOLOv5 backbone
backbone:
  # [from, number, module, args]
  [[-1, 1, Focus, [64, 3]],  # 0-P1/2
   [-1, 1, Conv, [128, 3, 2]],  # 1-P2/4
   [-1, 3, BottleneckCSP, [128]],
   [-1, 1, Conv, [256, 3, 2]],  # 3-P3/8
   [-1, 9, BottleneckCSP, [256]],
   [-1, 1, Conv, [512, 3, 2]],  # 5-P4/16
   [-1, 9, BottleneckCSP, [512]],
   [-1, 1, Conv, [1024, 3, 2]],  # 7-P5/32
   [-1, 1, SPP, [1024, [5, 9, 13]]],
   [-1, 3, BottleneckCSP, [1024, False]],  # 9
  ]

# YOLOv5 head
head:
  [[-1, 1, Conv, [512, 1, 1]],
   [-1, 1, nn.Upsample, [None, 2, 'nearest']],
   [[-1, 6], 1, Concat, [1]],  # cat backbone P4
   [-1, 3, BottleneckCSP, [512, False]],  # 13

   [-1, 1, Conv, [256, 1, 1]],
   [-1, 1, nn.Upsample, [None, 2, 'nearest']],
   [[-1, 4], 1, Concat, [1]],  # cat backbone P3
   [-1, 3, BottleneckCSP, [256, False]],  # 17 (P3/8-small)

   [-1, 1, Conv, [256, 3, 2]],
   [[-1, 14], 1, Concat, [1]],  # cat head P4
   [-1, 3, BottleneckCSP, [512, False]],  # 20 (P4/16-medium)

   [-1, 1, Conv, [512, 3, 2]],
   [[-1, 10], 1, Concat, [1]],  # cat head P5
   [-1, 3, BottleneckCSP, [1024, False]],  # 23 (P5/32-large)

   [[17, 20, 23], 1, Detect, [nc, anchors]],  # Detect(P3, P4, P5)
  ]
In [ ]:
#customize iPython writefile so we can write variables
from IPython.core.magic import register_line_cell_magic

@register_line_cell_magic
def writetemplate(line, cell):
    with open(line, 'w') as f:
        f.write(cell.format(**globals()))
In [ ]:
%%writetemplate /content/yolov5/models/custom_yolov5s.yaml

# parameters
nc: {num_classes}  # number of classes
depth_multiple: 0.33  # model depth multiple
width_multiple: 0.50  # layer channel multiple

# anchors
anchors:
  - [10,13, 16,30, 33,23]  # P3/8
  - [30,61, 62,45, 59,119]  # P4/16
  - [116,90, 156,198, 373,326]  # P5/32

# YOLOv5 backbone
backbone:
  # [from, number, module, args]
  [[-1, 1, Focus, [64, 3]],  # 0-P1/2
   [-1, 1, Conv, [128, 3, 2]],  # 1-P2/4
   [-1, 3, BottleneckCSP, [128]],
   [-1, 1, Conv, [256, 3, 2]],  # 3-P3/8
   [-1, 9, BottleneckCSP, [256]],
   [-1, 1, Conv, [512, 3, 2]],  # 5-P4/16
   [-1, 9, BottleneckCSP, [512]],
   [-1, 1, Conv, [1024, 3, 2]],  # 7-P5/32
   [-1, 1, SPP, [1024, [5, 9, 13]]],
   [-1, 3, BottleneckCSP, [1024, False]],  # 9
  ]

# YOLOv5 head
head:
  [[-1, 1, Conv, [512, 1, 1]],
   [-1, 1, nn.Upsample, [None, 2, 'nearest']],
   [[-1, 6], 1, Concat, [1]],  # cat backbone P4
   [-1, 3, BottleneckCSP, [512, False]],  # 13

   [-1, 1, Conv, [256, 1, 1]],
   [-1, 1, nn.Upsample, [None, 2, 'nearest']],
   [[-1, 4], 1, Concat, [1]],  # cat backbone P3
   [-1, 3, BottleneckCSP, [256, False]],  # 17 (P3/8-small)

   [-1, 1, Conv, [256, 3, 2]],
   [[-1, 14], 1, Concat, [1]],  # cat head P4
   [-1, 3, BottleneckCSP, [512, False]],  # 20 (P4/16-medium)

   [-1, 1, Conv, [512, 3, 2]],
   [[-1, 10], 1, Concat, [1]],  # cat head P5
   [-1, 3, BottleneckCSP, [1024, False]],  # 23 (P5/32-large)

   [[17, 20, 23], 1, Detect, [nc, anchors]],  # Detect(P3, P4, P5)
  ]

Train Custom YOLOv5 Detector

Next, we'll fire off training!

Here, we are able to pass a number of arguments:

  • img: define input image size
  • batch: determine batch size
  • epochs: define the number of training epochs. (Note: often, 3000+ are common here!)
  • data: set the path to our yaml file
  • cfg: specify our model configuration
  • weights: specify a custom path to weights. (Note: you can download weights from the Ultralytics Google Drive folder)
  • name: result names
  • nosave: only save the final checkpoint
  • cache: cache images for faster training
In [ ]:
# train yolov5s on custom data for 100 epochs
# time its performance
%%time
%cd /content/yolov5/
!python train.py --img 416 --batch 16 --epochs 200 --data '../data.yaml' --cfg ./models/custom_yolov5s.yaml --weights '' --name yolov5s_results  --cache
/content/yolov5
Using CUDA device0 _CudaDeviceProperties(name='Tesla K80', total_memory=11441MB)

Namespace(adam=False, batch_size=16, bucket='', cache_images=True, cfg='./models/custom_yolov5s.yaml', data='../data.yaml', device='', epochs=200, evolve=False, global_rank=-1, hyp='data/hyp.scratch.yaml', image_weights=False, img_size=[416, 416], local_rank=-1, logdir='runs/', multi_scale=False, name='yolov5s_results', noautoanchor=False, nosave=False, notest=False, rect=False, resume=False, single_cls=False, sync_bn=False, total_batch_size=16, weights='', workers=8, world_size=1)
Start Tensorboard with "tensorboard --logdir runs/", view at http://localhost:6006/
2020-09-05 12:56:38.604581: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcudart.so.10.1
Hyperparameters {'lr0': 0.01, 'lrf': 0.2, 'momentum': 0.937, 'weight_decay': 0.0005, 'giou': 0.05, 'cls': 0.5, 'cls_pw': 1.0, 'obj': 1.0, 'obj_pw': 1.0, 'iou_t': 0.2, 'anchor_t': 4.0, 'fl_gamma': 0.0, 'hsv_h': 0.015, 'hsv_s': 0.7, 'hsv_v': 0.4, 'degrees': 0.0, 'translate': 0.1, 'scale': 0.5, 'shear': 0.0, 'perspective': 0.0, 'flipud': 0.0, 'fliplr': 0.5, 'mixup': 0.0}

                 from  n    params  module                                  arguments                     
  0                -1  1      3520  models.common.Focus                     [3, 32, 3]                    
  1                -1  1     18560  models.common.Conv                      [32, 64, 3, 2]                
  2                -1  1     19904  models.common.BottleneckCSP             [64, 64, 1]                   
  3                -1  1     73984  models.common.Conv                      [64, 128, 3, 2]               
  4                -1  1    161152  models.common.BottleneckCSP             [128, 128, 3]                 
  5                -1  1    295424  models.common.Conv                      [128, 256, 3, 2]              
  6                -1  1    641792  models.common.BottleneckCSP             [256, 256, 3]                 
  7                -1  1   1180672  models.common.Conv                      [256, 512, 3, 2]              
  8                -1  1    656896  models.common.SPP                       [512, 512, [5, 9, 13]]        
  9                -1  1   1248768  models.common.BottleneckCSP             [512, 512, 1, False]          
 10                -1  1    131584  models.common.Conv                      [512, 256, 1, 1]              
 11                -1  1         0  torch.nn.modules.upsampling.Upsample    [None, 2, 'nearest']          
 12           [-1, 6]  1         0  models.common.Concat                    [1]                           
 13                -1  1    378624  models.common.BottleneckCSP             [512, 256, 1, False]          
 14                -1  1     33024  models.common.Conv                      [256, 128, 1, 1]              
 15                -1  1         0  torch.nn.modules.upsampling.Upsample    [None, 2, 'nearest']          
 16           [-1, 4]  1         0  models.common.Concat                    [1]                           
 17                -1  1     95104  models.common.BottleneckCSP             [256, 128, 1, False]          
 18                -1  1    147712  models.common.Conv                      [128, 128, 3, 2]              
 19          [-1, 14]  1         0  models.common.Concat                    [1]                           
 20                -1  1    313088  models.common.BottleneckCSP             [256, 256, 1, False]          
 21                -1  1    590336  models.common.Conv                      [256, 256, 3, 2]              
 22          [-1, 10]  1         0  models.common.Concat                    [1]                           
 23                -1  1   1248768  models.common.BottleneckCSP             [512, 512, 1, False]          
 24      [17, 20, 23]  1     21576  models.yolo.Detect                      [3, [[10, 13, 16, 30, 33, 23], [30, 61, 62, 45, 59, 119], [116, 90, 156, 198, 373, 326]], [128, 256, 512]]
Model Summary: 191 layers, 7.26049e+06 parameters, 7.26049e+06 gradients

Optimizer groups: 62 .bias, 70 conv.weight, 59 other
Scanning images: 100% 1782/1782 [00:00<00:00, 4747.92it/s]
Scanning labels ../train/labels.cache (1782 found, 0 missing, 0 empty, 0 duplicate, for 1782 images): 1782it [00:00, 11294.88it/s]
Caching images (0.9GB): 100% 1782/1782 [00:06<00:00, 292.21it/s]
Scanning images: 100% 170/170 [00:00<00:00, 3221.94it/s]
Scanning labels ../valid/labels.cache (170 found, 0 missing, 0 empty, 0 duplicate, for 170 images): 170it [00:00, 4766.19it/s]
Caching images (0.1GB): 100% 170/170 [00:00<00:00, 219.56it/s]
/usr/local/lib/python3.6/dist-packages/statsmodels/tools/_testing.py:19: FutureWarning: pandas.util.testing is deprecated. Use the functions in the public API at pandas.testing instead.
  import pandas.util.testing as tm

Analyzing anchors... anchors/target = 5.18, Best Possible Recall (BPR) = 0.9979
Image sizes 416 train, 416 test
Using 2 dataloader workers
Logging results to runs/exp0_yolov5s_results
Starting training for 200 epochs...

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
     0/199    0.851G    0.1016    0.1061   0.02892    0.2366        19       416: 100% 112/112 [00:56<00:00,  1.97it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:08<00:00,  1.36it/s]
                 all         170         778           0           0    0.000495     9.2e-05

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
     1/199     1.78G   0.09766    0.1104   0.02147    0.2295        28       416: 100% 112/112 [00:49<00:00,  2.25it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:04<00:00,  2.26it/s]
                 all         170         778           0           0    0.000465    7.97e-05

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
     2/199     1.78G   0.09391    0.1079   0.01924     0.221        34       416: 100% 112/112 [00:48<00:00,  2.31it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:04<00:00,  2.60it/s]
                 all         170         778      0.0191       0.182      0.0441     0.00858

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
     3/199     1.78G   0.08003   0.09705   0.01734    0.1944        49       416: 100% 112/112 [00:48<00:00,  2.31it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:04<00:00,  2.66it/s]
                 all         170         778      0.0177       0.267       0.104      0.0292

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
     4/199     1.78G   0.07252   0.09229   0.01665    0.1815        21       416: 100% 112/112 [00:48<00:00,  2.33it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:03<00:00,  3.05it/s]
                 all         170         778      0.0615       0.259       0.185      0.0675

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
     5/199     1.78G   0.06773   0.08678   0.01566    0.1702        25       416: 100% 112/112 [00:47<00:00,  2.34it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:04<00:00,  2.64it/s]
                 all         170         778      0.0835       0.259       0.142      0.0491

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
     6/199     1.78G   0.06348   0.08315   0.01403    0.1607        59       416: 100% 112/112 [00:47<00:00,  2.34it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:03<00:00,  2.91it/s]
                 all         170         778      0.0878       0.385       0.271       0.105

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
     7/199     1.78G   0.06233   0.07929    0.0123    0.1539        27       416: 100% 112/112 [00:47<00:00,  2.36it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:03<00:00,  3.17it/s]
                 all         170         778       0.134       0.417       0.213      0.0737

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
     8/199     1.78G   0.06112    0.0762   0.01213    0.1495        25       416: 100% 112/112 [00:47<00:00,  2.36it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:03<00:00,  3.61it/s]
                 all         170         778       0.194       0.427       0.315       0.127

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
     9/199     1.78G   0.05562   0.07393   0.01129    0.1408        12       416: 100% 112/112 [00:47<00:00,  2.35it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:02<00:00,  3.89it/s]
                 all         170         778       0.212       0.464       0.393       0.164

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
    10/199     1.78G   0.05245   0.07192   0.01035    0.1347        37       416: 100% 112/112 [00:47<00:00,  2.36it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:02<00:00,  3.72it/s]
                 all         170         778       0.238       0.443       0.416       0.192

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
    11/199     1.78G   0.04924   0.07222   0.01034    0.1318        54       416: 100% 112/112 [00:47<00:00,  2.36it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:02<00:00,  4.15it/s]
                 all         170         778       0.264       0.477       0.448       0.207

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
    12/199     1.78G   0.04872    0.0719  0.009624    0.1302        33       416: 100% 112/112 [00:47<00:00,  2.36it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:02<00:00,  3.83it/s]
                 all         170         778       0.269       0.521        0.49       0.242

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
    13/199     1.78G   0.04647   0.06841  0.009786    0.1247        24       416: 100% 112/112 [00:47<00:00,  2.36it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:02<00:00,  4.24it/s]
                 all         170         778       0.285       0.524       0.499       0.247

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
    14/199     1.78G   0.04587   0.06814  0.009403    0.1234        21       416: 100% 112/112 [00:47<00:00,  2.36it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:02<00:00,  4.07it/s]
                 all         170         778       0.243       0.543       0.499       0.243

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
    15/199     1.78G   0.04465   0.06655  0.009046    0.1202        24       416: 100% 112/112 [00:47<00:00,  2.38it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:02<00:00,  4.30it/s]
                 all         170         778       0.316        0.53       0.504       0.255

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
    16/199     1.78G    0.0436   0.06391  0.008452     0.116        50       416: 100% 112/112 [00:47<00:00,  2.35it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:02<00:00,  4.17it/s]
                 all         170         778        0.29        0.54       0.513       0.261

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
    17/199     1.78G   0.04262   0.06484  0.009112    0.1166        21       416: 100% 112/112 [00:47<00:00,  2.37it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:02<00:00,  4.35it/s]
                 all         170         778       0.256       0.555       0.529       0.263

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
    18/199     1.78G   0.04142   0.06344  0.008661    0.1135        41       416: 100% 112/112 [00:47<00:00,  2.38it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:02<00:00,  4.10it/s]
                 all         170         778       0.256       0.563        0.53       0.283

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
    19/199     1.78G   0.04104   0.06225  0.008169    0.1115        31       416: 100% 112/112 [00:47<00:00,  2.36it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:02<00:00,  4.39it/s]
                 all         170         778       0.332       0.537       0.528       0.283

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
    20/199     1.78G   0.04076   0.06161  0.008172    0.1105        24       416: 100% 112/112 [00:47<00:00,  2.37it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:02<00:00,  4.02it/s]
                 all         170         778        0.32       0.521        0.52       0.271

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
    21/199     1.78G   0.03991   0.06284  0.007879    0.1106        66       416: 100% 112/112 [00:47<00:00,  2.37it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:02<00:00,  4.29it/s]
                 all         170         778       0.334       0.587       0.533       0.299

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
    22/199     1.78G   0.04043   0.06182  0.007992    0.1102        44       416: 100% 112/112 [00:48<00:00,  2.33it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:02<00:00,  4.37it/s]
                 all         170         778       0.335       0.555       0.545       0.303

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
    23/199     1.78G   0.03912   0.06082  0.007495    0.1074        14       416: 100% 112/112 [00:47<00:00,  2.34it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:02<00:00,  4.37it/s]
                 all         170         778       0.322        0.63        0.55       0.308

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
    24/199     1.78G   0.03778   0.06013  0.007294    0.1052        29       416: 100% 112/112 [00:47<00:00,  2.36it/s]
               Class      Images     Targets           P           R      mAP@.5  mAP@.5:.95: 100% 11/11 [00:02<00:00,  4.49it/s]
                 all         170         778       0.436        0.55       0.545       0.307

     Epoch   gpu_mem      GIoU       obj       cls     total   targets  img_size
    25/199     1.78G    0.0374   0.05856  0.007158    0.1031        95       416:  97% 109/112 [00:46<00:01,  2.30it/s]

Evaluate Custom YOLOv5 Detector Performance

Training losses and performance metrics are saved to Tensorboard and also to a logfile defined above with the --name flag when we train. In our case, we named this yolov5s_results. (If given no name, it defaults to results.txt.) The results file is plotted as a png after training completes.

Note from Glenn: Partially completed results.txt files can be plotted with from utils.utils import plot_results; plot_results().

In [ ]:
# Start tensorboard
# Launch after you have started training
# logs save in the folder "runs"
%load_ext tensorboard
%tensorboard --logdir runs
In [ ]:
# we can also output some older school graphs if the tensor board isn't working for whatever reason... 
from utils.general import plot_results; 
# plot_results()  # plot results.txt files as results.png
Image(filename='./runs/exp0_yolov5s_results/results.png', width=1000)  # view results.png
Out[ ]:
In [ ]:
Image(filename='./runs/exp0_yolov5s_results/labels.png', width=1000)  # view labels.png
Out[ ]:

Curious? Visualize Our Training Data with Labels

After training starts, view train*.jpg images to see training images, labels and augmentation effects.

Note a mosaic dataloader is used for training (shown below), a new dataloading concept developed by Glenn Jocher and first featured in YOLOv4.

In [ ]:
# first, display our ground truth data
print("GROUND TRUTH TRAINING DATA:")
Image(filename='./runs/exp0_yolov5s_results/test_batch0_gt.jpg', width=900)
GROUND TRUTH TRAINING DATA:
Out[ ]:
In [ ]:
# print out an augmented training example
print("GROUND TRUTH AUGMENTED TRAINING DATA:")
Image(filename='./runs/exp0_yolov5s_results/train_batch0.jpg', width=900)
GROUND TRUTH AUGMENTED TRAINING DATA:
Out[ ]:

Run Inference With Trained Weights

Run inference with a pretrained checkpoint on contents of test/images folder downloaded from Roboflow.

In [ ]:
# trained weights are saved by default in our weights folder
%ls runs/
exp0_yolov5s_results/
In [ ]:
%ls runs/exp0_yolov5s_results/weights
best.pt  last.pt
In [ ]:
# when we ran this, we saw .007 second inference time. That is 140 FPS on a TESLA P100!
# use the best weights!
%cd /content/yolov5/
!python detect.py --weights runs/exp0_yolov5s_results/weights/best.pt --img 416 --conf 0.1 --source ../test/images
/content/yolov5
Namespace(agnostic_nms=False, augment=False, classes=None, conf_thres=0.1, device='', img_size=416, iou_thres=0.5, output='inference/output', save_txt=False, source='../test/images', update=False, view_img=False, weights=['runs/exp0_yolov5s_results/weights/best.pt'])
Using CUDA device0 _CudaDeviceProperties(name='Tesla P100-PCIE-16GB', total_memory=16280MB)

Fusing layers... 
Model Summary: 140 layers, 7.25191e+06 parameters, 6.61683e+06 gradients
image 1/84 /content/test/images/maksssksksss101_png.rf.7d86eac730da32386a7e7d0cc59c10a6.jpg: 416x416 1 with_masks, Done. (0.015s)
image 2/84 /content/test/images/maksssksksss140_png.rf.6b65df8f16bf8f488c6897fb0176c0fa.jpg: 416x416 2 with_masks, Done. (0.014s)
image 3/84 /content/test/images/maksssksksss145_png.rf.dd5c4a145432ff5f29bbad20959ef5a1.jpg: 416x416 2 mask_weared_incorrects, 4 with_masks, 2 without_masks, Done. (0.014s)
image 4/84 /content/test/images/maksssksksss150_png.rf.4e265e4157f0b6eb4fee5d684db635cb.jpg: 416x416 1 with_masks, Done. (0.019s)
image 5/84 /content/test/images/maksssksksss154_png.rf.faf7c9a4909c707059f3f9c0752bc3d2.jpg: 416x416 1 without_masks, Done. (0.015s)
image 6/84 /content/test/images/maksssksksss159_png.rf.273ae0ac2a58d2bffb540628db089ff7.jpg: 416x416 11 with_masks, 1 without_masks, Done. (0.015s)
image 7/84 /content/test/images/maksssksksss174_png.rf.d59800c9e92239e4c6096f14d29a8568.jpg: 416x416 4 with_masks, Done. (0.015s)
image 8/84 /content/test/images/maksssksksss176_png.rf.5eea489c2094696730d3bca2c10a19c0.jpg: 416x416 1 mask_weared_incorrects, 13 with_masks, 7 without_masks, Done. (0.015s)
image 9/84 /content/test/images/maksssksksss178_png.rf.198f9e23d848598c6ae8c40d185fe814.jpg: 416x416 2 mask_weared_incorrects, 1 with_masks, 4 without_masks, Done. (0.015s)
image 10/84 /content/test/images/maksssksksss200_png.rf.ac137a95e2cc262db4ea957f99bbd6fc.jpg: 416x416 1 mask_weared_incorrects, 2 with_masks, 1 without_masks, Done. (0.015s)
image 11/84 /content/test/images/maksssksksss216_png.rf.af5171bfe621c28e28a1d39123fd0643.jpg: 416x416 1 mask_weared_incorrects, 5 with_masks, 5 without_masks, Done. (0.018s)
image 12/84 /content/test/images/maksssksksss221_png.rf.ee9b55a1ab6a1ec2fb894884159fff30.jpg: 416x416 9 with_masks, 2 without_masks, Done. (0.019s)
image 13/84 /content/test/images/maksssksksss238_png.rf.d359fe00331f14508131136f615af20d.jpg: 416x416 11 with_masks, 1 without_masks, Done. (0.015s)
image 14/84 /content/test/images/maksssksksss250_png.rf.19485ed016fd11510885f66c11e3fa64.jpg: 416x416 3 mask_weared_incorrects, 5 with_masks, 4 without_masks, Done. (0.015s)
image 15/84 /content/test/images/maksssksksss261_png.rf.a99b49da38aff09147bd7221a1a964ff.jpg: 416x416 3 mask_weared_incorrects, 3 with_masks, 5 without_masks, Done. (0.014s)
image 16/84 /content/test/images/maksssksksss273_png.rf.be4e2020f891b087f41004e736482795.jpg: 416x416 2 with_masks, Done. (0.015s)
image 17/84 /content/test/images/maksssksksss28_png.rf.da81e59bfaea6afaca76cd33875255a0.jpg: 416x416 1 with_masks, 1 without_masks, Done. (0.022s)
image 18/84 /content/test/images/maksssksksss291_png.rf.476e11f58baff0ca600db731c5eb935c.jpg: 416x416 1 with_masks, Done. (0.015s)
image 19/84 /content/test/images/maksssksksss298_png.rf.81f929e7bf9f373cf13c84ab0533b71f.jpg: 416x416 2 with_masks, Done. (0.015s)
image 20/84 /content/test/images/maksssksksss299_png.rf.160eb486a02b49f03562749eb3c5575a.jpg: 416x416 1 without_masks, Done. (0.021s)
image 21/84 /content/test/images/maksssksksss308_png.rf.3b2414cf346e30c5b77dd33d0b4f09dc.jpg: 416x416 3 with_masks, Done. (0.017s)
image 22/84 /content/test/images/maksssksksss320_png.rf.633b8a436251d4380098e8c505c326ff.jpg: 416x416 3 with_masks, 2 without_masks, Done. (0.015s)
image 23/84 /content/test/images/maksssksksss343_png.rf.66932a3831462fb4d5c75d01da9a42c1.jpg: 416x416 1 without_masks, Done. (0.014s)
image 24/84 /content/test/images/maksssksksss354_png.rf.370796e8c5e9cb5bae9e3c91e1443f42.jpg: 416x416 35 with_masks, 11 without_masks, Done. (0.016s)
image 25/84 /content/test/images/maksssksksss388_png.rf.1179008d0237418ce51d8ea870a96d80.jpg: 416x416 3 mask_weared_incorrects, 10 with_masks, 11 without_masks, Done. (0.015s)
image 26/84 /content/test/images/maksssksksss400_png.rf.b8863e17c78e9fa53f45a3d1915a5e2f.jpg: 416x416 1 mask_weared_incorrects, 4 with_masks, 2 without_masks, Done. (0.015s)
image 27/84 /content/test/images/maksssksksss407_png.rf.25650e7b07ac6d3b9bd3b2e9c7ce5c8b.jpg: 416x416 2 with_masks, Done. (0.014s)
image 28/84 /content/test/images/maksssksksss423_png.rf.19f044f2ee1392acf0e5f05cb726680c.jpg: 416x416 12 with_masks, 1 without_masks, Done. (0.014s)
image 29/84 /content/test/images/maksssksksss425_png.rf.d271a149e5307d31153441aad605c9f4.jpg: 416x416 1 with_masks, Done. (0.015s)
image 30/84 /content/test/images/maksssksksss434_png.rf.76202edeff208f01b486247163c735c3.jpg: 416x416 1 with_masks, Done. (0.014s)
image 31/84 /content/test/images/maksssksksss443_png.rf.03cddc0cd196dee7465f0a6471bb4ddf.jpg: 416x416 1 mask_weared_incorrects, 1 without_masks, Done. (0.014s)
image 32/84 /content/test/images/maksssksksss444_png.rf.834839f5a3e30417dd77d8e9f4c3a27d.jpg: 416x416 5 with_masks, 1 without_masks, Done. (0.014s)
image 33/84 /content/test/images/maksssksksss459_png.rf.ec52a872038ba7c8412849ecfd8031cd.jpg: 416x416 1 mask_weared_incorrects, 1 with_masks, 1 without_masks, Done. (0.015s)
image 34/84 /content/test/images/maksssksksss477_png.rf.a1e20366ec8b73491c8736eda6c6fdd2.jpg: 416x416 1 mask_weared_incorrects, 10 with_masks, 9 without_masks, Done. (0.014s)
image 35/84 /content/test/images/maksssksksss47_png.rf.7b4a94e3eb37d736d502e82af58c72bf.jpg: 416x416 1 with_masks, Done. (0.014s)
image 36/84 /content/test/images/maksssksksss487_png.rf.f97b694cbc923befb14f613de73951a7.jpg: 416x416 1 mask_weared_incorrects, 4 with_masks, 1 without_masks, Done. (0.016s)
image 37/84 /content/test/images/maksssksksss488_png.rf.1e755f934a42740800548f962b9a681c.jpg: 416x416 4 with_masks, 1 without_masks, Done. (0.014s)
image 38/84 /content/test/images/maksssksksss489_png.rf.139302f716d8e7b0154ede8374fd8dd6.jpg: 416x416 2 mask_weared_incorrects, 5 with_masks, 9 without_masks, Done. (0.015s)
image 39/84 /content/test/images/maksssksksss491_png.rf.75813d08178ecd28e362c57f9ceb0282.jpg: 416x416 1 with_masks, Done. (0.017s)
image 40/84 /content/test/images/maksssksksss499_png.rf.1b78c5eed5526d0bb20f8b89c0f1eaa0.jpg: 416x416 2 with_masks, Done. (0.014s)
image 41/84 /content/test/images/maksssksksss49_png.rf.4de8894c31a6ec74256dc150c2298882.jpg: 416x416 1 mask_weared_incorrects, 8 with_masks, 2 without_masks, Done. (0.015s)
image 42/84 /content/test/images/maksssksksss500_png.rf.f9b8638873fe4ebcdc48a6729cdf9dd9.jpg: 416x416 1 with_masks, Done. (0.014s)
image 43/84 /content/test/images/maksssksksss508_png.rf.815e5f68890080bba6bad88f88ec440d.jpg: 416x416 5 with_masks, Done. (0.014s)
image 44/84 /content/test/images/maksssksksss50_png.rf.d833a4902b2bb295abc2f248f4598ea6.jpg: 416x416 1 with_masks, Done. (0.021s)
image 45/84 /content/test/images/maksssksksss525_png.rf.be01ac216861c578c7c4d7da7761b34f.jpg: 416x416 2 with_masks, 2 without_masks, Done. (0.014s)
image 46/84 /content/test/images/maksssksksss526_png.rf.d817c0b23db9a5416403c6ed0ed4ed7d.jpg: 416x416 2 mask_weared_incorrects, 2 with_masks, 2 without_masks, Done. (0.016s)
image 47/84 /content/test/images/maksssksksss544_png.rf.e715745c24af31b94e1dd50434919c89.jpg: 416x416 1 without_masks, Done. (0.014s)
image 48/84 /content/test/images/maksssksksss546_png.rf.4b265632a568ba50ff347d83d2896adb.jpg: 416x416 1 with_masks, Done. (0.014s)
image 49/84 /content/test/images/maksssksksss554_png.rf.f7f9a2cccee1da7aa2eadd5255872bd2.jpg: 416x416 5 with_masks, 1 without_masks, Done. (0.018s)
image 50/84 /content/test/images/maksssksksss555_png.rf.c8229965b7565be158d6f1b628b7c536.jpg: 416x416 4 with_masks, Done. (0.015s)
image 51/84 /content/test/images/maksssksksss564_png.rf.84cd0b52ead07ec557f8ac14ab9c96d4.jpg: 416x416 1 mask_weared_incorrects, 18 with_masks, 6 without_masks, Done. (0.018s)
image 52/84 /content/test/images/maksssksksss585_png.rf.c59bd863b370440ef6956c9c171406d6.jpg: 416x416 6 with_masks, 2 without_masks, Done. (0.015s)
image 53/84 /content/test/images/maksssksksss598_png.rf.3d6ee7d3b3f753d580ce5b362375abac.jpg: 416x416 1 with_masks, Done. (0.018s)
image 54/84 /content/test/images/maksssksksss5_png.rf.4f792a4a40d91f250d2d6b1c56a0a9d9.jpg: 416x416 2 with_masks, 2 without_masks, Done. (0.017s)
image 55/84 /content/test/images/maksssksksss608_png.rf.fe0cc71f7e5895ef94b43da6c823edb4.jpg: 416x416 1 with_masks, Done. (0.016s)
image 56/84 /content/test/images/maksssksksss626_png.rf.7a7ac5dd4219a173655cea87ce7ad137.jpg: 416x416 1 with_masks, Done. (0.019s)
image 57/84 /content/test/images/maksssksksss629_png.rf.160a0aeb9f60abddd16ab9b2d19c2881.jpg: 416x416 1 with_masks, Done. (0.018s)
image 58/84 /content/test/images/maksssksksss631_png.rf.728cf452781d1a045b8631af813444a3.jpg: 416x416 13 with_masks, Done. (0.015s)
image 59/84 /content/test/images/maksssksksss643_png.rf.aae5e1e36cd629d821fade6750b80fae.jpg: 416x416 1 with_masks, Done. (0.016s)
image 60/84 /content/test/images/maksssksksss647_png.rf.47cefe383be06710d0100434de3cbccf.jpg: 416x416 3 mask_weared_incorrects, 12 with_masks, 6 without_masks, Done. (0.016s)
image 61/84 /content/test/images/maksssksksss649_png.rf.45a8097d1a7b6d6e5586f0532da5544e.jpg: 416x416 1 with_masks, Done. (0.015s)
image 62/84 /content/test/images/maksssksksss653_png.rf.50c0d4919897ddcba27cea818dfb8a10.jpg: 416x416 2 with_masks, Done. (0.015s)
image 63/84 /content/test/images/maksssksksss65_png.rf.d73c0c23ea09b0c4b3887d65dfb59897.jpg: 416x416 3 with_masks, 1 without_masks, Done. (0.015s)
image 64/84 /content/test/images/maksssksksss660_png.rf.375b65807d15dbfe20c7d898fc755e09.jpg: 416x416 1 without_masks, Done. (0.015s)
image 65/84 /content/test/images/maksssksksss702_png.rf.545b31b7d353f08aa9db4d36edd9403c.jpg: 416x416 13 with_masks, 2 without_masks, Done. (0.015s)
image 66/84 /content/test/images/maksssksksss713_png.rf.7344954f65a6f68f7052d7c353cb28e5.jpg: 416x416 1 with_masks, Done. (0.015s)
image 67/84 /content/test/images/maksssksksss729_png.rf.d63b310e0e65f3076574c01c36e2a343.jpg: 416x416 1 without_masks, Done. (0.015s)
image 68/84 /content/test/images/maksssksksss72_png.rf.d20dcf59f9c699d68d0e8ac69a48782a.jpg: 416x416 1 without_masks, Done. (0.014s)
image 69/84 /content/test/images/maksssksksss730_png.rf.d739371e3d048688ebcb812a035d4d62.jpg: 416x416 3 with_masks, Done. (0.017s)
image 70/84 /content/test/images/maksssksksss73_png.rf.4ebc156ea21e4b1b7696385606562c12.jpg: 416x416 4 with_masks, Done. (0.015s)
image 71/84 /content/test/images/maksssksksss740_png.rf.b3ded6104ba5ada833e9a10ef01ece03.jpg: 416x416 3 with_masks, Done. (0.015s)
image 72/84 /content/test/images/maksssksksss743_png.rf.06fd789cce923624b89cd14088f3fc5b.jpg: 416x416 1 with_masks, Done. (0.018s)
image 73/84 /content/test/images/maksssksksss766_png.rf.cc27626054d7ce2c12f896fcb82f81cc.jpg: 416x416 1 with_masks, Done. (0.015s)
image 74/84 /content/test/images/maksssksksss767_png.rf.218c72be4da34de5f5880cf155a35f2b.jpg: 416x416 2 with_masks, 1 without_masks, Done. (0.014s)
image 75/84 /content/test/images/maksssksksss773_png.rf.cbc874f8726392af5f4edbe37f6a5d71.jpg: 416x416 4 with_masks, 5 without_masks, Done. (0.014s)
image 76/84 /content/test/images/maksssksksss809_png.rf.4971d03bcebf3be6949cf8089e9ffab4.jpg: 416x416 1 mask_weared_incorrects, 2 with_masks, 1 without_masks, Done. (0.015s)
image 77/84 /content/test/images/maksssksksss816_png.rf.ebc78df0c18af0d7a2c21a25da7cd881.jpg: 416x416 5 with_masks, Done. (0.014s)
image 78/84 /content/test/images/maksssksksss817_png.rf.bec7bfcaf19f154c0b7a238406339b55.jpg: 416x416 1 with_masks, 1 without_masks, Done. (0.015s)
image 79/84 /content/test/images/maksssksksss820_png.rf.9b3f5de520d5343c9e82a9de8945516e.jpg: 416x416 1 with_masks, Done. (0.015s)
image 80/84 /content/test/images/maksssksksss828_png.rf.7799555c85bf245efb18ed399cbf4df8.jpg: 416x416 1 with_masks, 2 without_masks, Done. (0.015s)
image 81/84 /content/test/images/maksssksksss835_png.rf.d53ae3c2a409ba40c47604062a2c38b0.jpg: 416x416 2 with_masks, Done. (0.018s)
image 82/84 /content/test/images/maksssksksss836_png.rf.175865eae91a1e51707b79c823ae1835.jpg: 416x416 7 with_masks, Done. (0.015s)
image 83/84 /content/test/images/maksssksksss848_png.rf.398f611eb8890e409d9c0d4959b0c9e2.jpg: 416x416 3 with_masks, Done. (0.014s)
image 84/84 /content/test/images/maksssksksss99_png.rf.ead016e98fbca34cc0f35c1da2870984.jpg: 416x416 4 with_masks, Done. (0.014s)
Results saved to inference/output
Done. (2.342s)
In [ ]:
#display inference on ALL test images
#this looks much better with longer training above

import glob
from IPython.display import Image, display

for imageName in glob.glob('/content/yolov5/inference/output/*.jpg'): #assuming JPG
    display(Image(filename=imageName))
    print("\n")




















































































Export Trained Weights for Future Inference

Now that you have trained your custom detector, you can export the trained weights you have made here for inference on your device elsewhere

In [ ]:
from google.colab import drive
drive.mount('/content/gdrive')
Go to this URL in a browser: https://accounts.google.com/o/oauth2/auth?client_id=947318989803-6bn6qk8qdgf4n4g3pfee6491hc0brc4i.apps.googleusercontent.com&redirect_uri=urn%3aietf%3awg%3aoauth%3a2.0%3aoob&scope=email%20https%3a%2f%2fwww.googleapis.com%2fauth%2fdocs.test%20https%3a%2f%2fwww.googleapis.com%2fauth%2fdrive%20https%3a%2f%2fwww.googleapis.com%2fauth%2fdrive.photos.readonly%20https%3a%2f%2fwww.googleapis.com%2fauth%2fpeopleapi.readonly&response_type=code

Enter your authorization code:
··········
Mounted at /content/gdrive
In [ ]:
# %cp /content/yolov5/weights/last_yolov5s_results.pt /content/gdrive/My\ Drive
%cp /content/yolov5/runs/exp0_yolov5s_results/weights/best.pt /content/gdrive/My\ Drive